<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:media="http://search.yahoo.com/mrss/"><channel><title><![CDATA[Think Save Retire]]></title><description><![CDATA[Thoughts, stories and ideas.]]></description><link>https://thinksaveretire.com/</link><image><url>https://thinksaveretire.com/favicon.png</url><title>Think Save Retire</title><link>https://thinksaveretire.com/</link></image><generator>Ghost 2.9</generator><lastBuildDate>Wed, 16 Sep 2026 22:36:51 GMT</lastBuildDate><atom:link href="https://thinksaveretire.com/feed/" rel="self" type="application/rss+xml"/><ttl>60</ttl><item><title><![CDATA[8 Ways to Give Your Budget More Breathing Room in 2026]]></title><description><![CDATA[Explore 8 practical ways to stretch your budget in 2026, lower recurring costs, earn extra money, and make everyday cash flow easier to manage.]]></description><link>https://thinksaveretire.com/8-ways-to-give-your-budget-more-breathing-room</link><guid isPermaLink="false">Ghost__Post__6aab00f48478e50001eb1382</guid><dc:creator><![CDATA[Think Save Retire]]></dc:creator><pubDate>Wed, 16 Sep 2026 21:14:54 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/8-Ways-to-Give-Your-Budget-More-Breathing-Room.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/8-Ways-to-Give-Your-Budget-More-Breathing-Room.jpeg" alt="8 Ways to Give Your Budget More Breathing Room in 2026"/><p><strong>If your paycheck isn't stretching as far as it used to, these practical moves can help you lower expenses, earn a little extra, and make your monthly cash flow easier to manage.</strong></p><p>For many households, more of each paycheck is already spoken for before there's much left to save or handle an unexpected expense. <strong>Consumer prices were 3.4% higher in August 2026 than they were a year earlier, while food prices were up 2.7% and energy costs were up 16.3%, not to mention the staggering 27.4% increase in gasoline prices.</strong></p><p>You probably don't need to slash every part of your budget to make a difference. A little more breathing room could come from lowering a recurring bill, cutting something you no longer use, getting more out of purchases you were already planning to make, or finding a flexible way to bring in a little extra. <strong>Here are eight places to start.</strong></p><h2 id="1-understand-where-your-money-is-going">1. Understand where your money is going</h2><p>Before trying to squeeze more out of your budget, it helps to know where your money is actually going. Look through the last month or two of transactions and pay attention to things like restaurant spending, subscriptions, online purchases, fees, and other expenses that are easy to overlook.</p><p>If your money is spread across several accounts, the<a href="https://empower.sjv.io/bOWWGv"> <strong>free Empower Personal Dashboard</strong></a> can help bring everything together. It lets you connect financial accounts and view spending, cash flow, budgeting, net worth, debt, savings, and investments in one place.</p><p><strong>TSR tip:</strong> Don't try to cut everything at once. Start with the one or two categories that surprised you the most.</p><p><a href="https://empower.sjv.io/bOWWGv"><strong>See Your Full Financial Picture</strong></a></p><h2 id="2-check-whether-you-re-still-getting-a-good-deal-on-car-insurance">2. Check whether you're still getting a good deal on car insurance</h2><p>Car insurance is easy to put on autopilot, especially when renewing the same policy feels easier than shopping around again. But rates can change based on your vehicle, location, driving history, coverage, discounts, and other factors.</p><p>Think Save Retire's<a href="https://insurance.thinksaveretire.com/"> <strong>auto insurance comparison site</strong></a> can connect you with participating insurance companies and agents so you can see what options may be available. Think Save Retire doesn't provide insurance or quotes directly, and actual rates will depend on your information and the providers you're matched with.</p><p>Even if you decide to stay with your current insurer, comparing can tell you whether the price you're paying is still competitive.</p><p><strong>TSR tip:</strong> Compare the coverage too, not just the premium. A cheaper policy isn't necessarily better if you're giving up protection you need.</p><p><a href="https://insurance.thinksaveretire.com/"><strong>Compare Auto Insurance Options</strong></a></p><h2 id="3-find-one-expense-you-d-be-happy-to-stop-paying">3. Find one expense you'd be happy to stop paying</h2><p>One of the easiest places to find extra room may already be sitting in your bank or credit card statement.</p><p>Look through the last 30 to 60 days and ask yourself: <strong>If I weren't already paying for this, would I sign up for it today?</strong></p><p>Maybe it's a streaming service you barely use, an old app subscription, a delivery membership, extra cloud storage, or a free trial that quietly became a monthly charge. You don't need to cut something you genuinely enjoy. Focus on the expenses you're paying automatically but getting very little value from.</p><p>Even one $15 monthly charge adds up to $180 over a year.</p><h2 id="4-get-rewarded-for-shopping-you-were-already-going-to-do">4. Get rewarded for shopping you were already going to do</h2><p>Rewards are most useful when they're attached to spending you already planned, not when they convince you to buy something you didn't need.</p><p><a href="https://mypoints.sjv.io/DKAL0o"><strong>MyPoints</strong></a> lets members earn points through online shopping, surveys, games, and other offers. Those points can be redeemed for eligible rewards, including gift cards and PayPal options.</p><p>The rule is simple: decide what you're buying first, then check whether a reward is available. If the points are the only reason you're considering the purchase, you're probably not saving money.</p><p><a href="https://mypoints.sjv.io/DKAL0o"><strong>Explore MyPoints Rewards</strong></a></p><h2 id="5-use-some-of-your-downtime-to-earn-a-little-extra">5. Use some of your downtime to earn a little extra</h2><p>If you already spend some of your downtime playing games or trying new apps, you may be able to earn rewards while doing it.</p><p><a href="https://scramblysrl.pxf.io/19Jjvd"><strong>Scrambly</strong></a> rewards users for trying mobile games and apps and completing certain activities or milestones. Available offers vary, and eligible rewards may be redeemed through options such as PayPal, Cash App, Visa, bank transfer, and gift cards.</p><p>This isn't a replacement for a paycheck, and how much you can earn depends on the offers available and what you complete. Still, it can be a flexible way to make some of your spare time a little more productive.</p><p><strong>Worth knowing:</strong> Check the requirements before starting an offer, especially if reaching a reward requires an in-app purchase.</p><p><a href="https://scramblysrl.pxf.io/19Jjvd"><strong>See What You Can Earn With Scrambly</strong></a></p><h2 id="6-if-rent-throws-off-your-month-look-at-the-timing">6. If rent throws off your month, look at the timing</h2><p>Sometimes your income is enough to cover the month, but the dates don't line up well. Rent may be due on the first while your paychecks arrive throughout the month, leaving the rest of your budget unusually tight.</p><p><a href="https://flexiblefinance.pxf.io/c/2196406/3121904/38980?trafsrc=2196406&amp;irck=%7Bclickid%7D"><strong>Flex Rent</strong></a> lets eligible renters split rent into two payments using a line of credit. Once the required first payment is made, Flex pays the full rent amount to the property and the remaining portion is repaid later in the month. An application and credit assessment are required.</p><p>Flex doesn't lower your rent. It changes the timing. It also comes with costs, including a $5.99 monthly membership fee, a 0.5% processing fee, and a split fee of up to 3% of the second payment amount. Additional fees may apply depending on how you pay.</p><p>If rent and payday consistently fall at awkward times, that flexibility may be worth considering. If paying rent all at once already works for your budget, the extra fees may not make sense.</p><p><a href="https://flexiblefinance.pxf.io/c/2196406/3121904/38980?trafsrc=2196406&amp;irck=%7Bclickid%7D"><strong>See How Flex Rent Works</strong></a></p><h2 id="7-know-your-options-when-an-expense-shows-up-before-payday">7. Know your options when an expense shows up before payday</h2><p>Even a good budget can get thrown off by bad timing. A car repair might come up on Tuesday when your paycheck doesn't arrive until Friday, or a bill may clear earlier than expected.</p><p>If you have emergency savings, that's exactly the kind of situation it can help cover. If you don't, some workers may also have the option to access part of the pay they've already earned before payday.</p><p><a href="https://earninapp.sjv.io/c/2095970/1755943/20549?prodsku=Cash%20Out"><strong>EarnIn Cash Out</strong></a> currently offers eligible users access to up to $150 per day and up to $1,000 per pay period, although individual limits vary. Standard transfers don't have mandatory fees or interest and generally take one to two business days. Faster transfers are available for a fee.</p><p>Just remember that getting the money earlier doesn't mean you're earning more. You're accessing part of your pay before payday, so you'll need to account for that when the rest of your paycheck arrives.</p><p><a href="https://earninapp.sjv.io/c/2095970/1755943/20549?prodsku=Cash%20Out"><strong>Explore EarnIn Cash Out</strong></a></p><h2 id="8-compare-your-options-before-financing-a-larger-expense">8. Compare your options before financing a larger expense</h2><p>Some expenses are simply too large to cover by canceling a subscription or finding another $20 in the monthly budget. A major car repair, medical bill, home expense, or another unexpected cost can be difficult to absorb from one paycheck.</p><p>If you're considering financing it, compare the actual costs before accepting the first option available. Credit cards, payment plans, and personal loans can have very different APRs, fees, monthly payments, and repayment terms.</p><p>Through Think Save Retire, you can<a href="https://loans.thinksaveretire.com/"> <strong>submit a request to compare personal loan options from participating lenders</strong></a>. Think Save Retire isn't a lender or broker and doesn't make loan offers itself. The site sends your information to a lender network to see whether a participating lender may be able to offer a personal loan from $100 up to $10,000. Actual amounts, rates, terms, and eligibility vary, and some lenders may obtain a credit check.</p><p>If you receive an offer, look beyond the monthly payment. Compare the APR, fees, repayment period, and total amount you'll repay. And just because you're approved for a certain amount doesn't mean you need to borrow all of it.</p><p><a href="https://loans.thinksaveretire.com/"><strong>Compare Personal Loan Options</strong></a></p><h2 id="start-where-your-budget-feels-the-tightest">Start where your budget feels the tightest</h2><p>You don't need to try every idea on this list. Start with the part of your budget that's creating the most pressure, whether that's a bill that's gotten too expensive, spending you no longer value, a short-term timing problem, or the need to bring in a little extra.</p><p>The goal isn't to find one trick that suddenly fixes everything. It's to create a little more room between the money coming in and the money going out, then build from there.</p><p><em><strong>Advertiser Disclosure:</strong> Some links in this article are affiliate links, which means Think Save Retire may receive compensation if you click or sign up through them. We aim to explain how each option works, including important costs and limitations, so you can decide what makes sense for your situation.</em><br/></p>]]></content:encoded></item><item><title><![CDATA[How to Reduce Your Vehicle Insurance Costs]]></title><description><![CDATA[Learn practical ways to reduce vehicle insurance costs, including deductibles, collision coverage, annual kilometres, renewal shopping, and policy changes.]]></description><link>https://thinksaveretire.com/how-to-reduce-your-vehicle-insurance-costs</link><guid isPermaLink="false">Ghost__Post__6aa2d98e8478e50001eb1318</guid><dc:creator><![CDATA[Alexandra Harper]]></dc:creator><pubDate>Thu, 10 Sep 2026 16:30:35 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/How-to-Reduce-Your-Vehicle-Insurance-Costs.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/How-to-Reduce-Your-Vehicle-Insurance-Costs.jpeg" alt="How to Reduce Your Vehicle Insurance Costs"/><p><em><strong>Disclaimer: </strong>This article is for general informational purposes only and does not constitute financial, insurance, legal, tax, or professional advice. Always review your policy documents carefully and consider speaking with a qualified insurance broker, adviser, or legal professional before changing, cancelling, or reducing coverage.</em></p><p>The renewal package arrives about a month before the policy expires: a few folded pages listing coverages most households have not read since the day they bought the car. The address has not changed, and nobody has made a claim. The car is a year older, and the premium has gone up anyway. The renewal window is the one point in the year when the whole policy is in front of the household.</p><h2 id="raising-your-deductible"><strong>Raising Your Deductible</strong></h2><p>Start with the declaration page, the summary sheet that gives every coverage on the policy its own deductible and its own annual price. Beside each line, the page prints what that coverage costs today. Each figure in that column is what <a href="https://www.rbcinsurance.com/en-ca/advice-learning/car-insurance/how-to-calculate-car-insurance-premium/">how to calculate insurance for a car</a> produces for one coverage, and the premium at the foot of the page is their sum.</p><p>Everything that follows is a change to one line on that page.</p><h3 id="the-three-deductibles-on-an-ontario-policy"><strong>The Three Deductibles on an Ontario Policy</strong></h3><p>A policy does not have one deductible. In Ontario, it has three, listed separately on the declaration page.</p><ul><li>Collision, for damage the driver is responsible for</li><li>Comprehensive, for hail, theft, fire, and vandalism</li><li>Direct compensation for property damage, for damage another driver caused</li></ul><p>Each can be set at its own amount, and moving one leaves the other two exactly where they were.</p><p>All three attach to the physical damage side of the policy. Third-party liability and accident benefits have no deductible.</p><p>Because those two sections account for a substantial share of an Ontario premium, a discount quoted off collision and comprehensive is a percentage of a slice. A deductible that moves further from a lower starting point produces a larger reduction, though how much larger has no reliable Canadian figure behind it.</p><p>A driver who raises the collision deductible takes on more of the cost of a crash they were responsible for, and care at the wheel affects how often that bill arrives. Raising the comprehensive deductible means covering more of a hailstorm or a break-in. Nothing about how a person drives changes how often hail falls on a parked car.</p><h3 id="mid-term-deductible-changes-and-the-pro-rata-credit"><strong>Mid-Term Deductible Changes and the Pro-Rata Credit</strong></h3><p>The change is processed as an endorsement to the existing policy, and no new policy is written. The coverage continues uninterrupted.</p><p>The premium is recalculated from the effective date of the change. A driver eight months into a twelve-month term captures roughly a third of the annual saving as a credit against the remaining instalments. A policy-change fee applies at some insurers and comes off the credit before the refund is calculated. A change made in month two produces several times the credit of the same change made in month eleven, and near the end of a term the fee can exceed the refund.</p><p>An amended declaration page arrives in the following days, printing the new deductible against the collision line and the recalculated premium for the balance of the term.</p><h2 id="dropping-collision-on-an-older-car"><strong>Dropping Collision on an Older Car</strong></h2><p>Collision coverage pays to repair or replace a vehicle after a crash the driver is responsible for. The insurer’s obligation is capped at the vehicle’s actual cash value at the time of loss, less the deductible.</p><h3 id="collision-premium-against-the-car-s-value"><strong>Collision Premium Against the Car’s Value</strong></h3><p>The annual collision premium is already on the declaration page. A realistic private-sale value for the vehicle today, minus the deductible, gives the most that coverage can ever pay out. The premium is the annual price of that possibility.</p><p>Canadian vehicles <a href="https://www.theglobeandmail.com/drive/mobility/article-do-new-cars-really-depreciate-by-30-per-cent-when-you-drive-them-off/">lose value quickly</a> through the middle years of ownership, with cumulative depreciation well past half by the end of the fifth year. A decision made three years ago was made against a different number on both sides of the comparison.</p><p>The arithmetic assumes a household that can replace the car out of savings. Where the vehicle has to be back on the road within a week of a total loss and there is no cash to do it, the coverage is still paying out on a car worth very little. Dropping it moves that replacement cost onto the household.</p><h3 id="what-opting-out-of-direct-compensation-removes"><strong>What Opting Out of Direct Compensation Removes</strong></h3><p>Direct compensation for property damage is the Ontario coverage that pays for damage to a policyholder’s own vehicle when another driver is at fault. Since 1 January 2024, Ontario policyholders have been able to opt out of it by adding an endorsement numbered OPCF 49.</p><p>Brokers across the province advise that the endorsement also strips collision and upset coverage along with all perils. The endorsement wording itself is silent on the point, so that caution rests on broker practice alone. Those coverages cannot be added back while the endorsement stands.</p><p>The coverage given up responds when the crash was another driver’s doing. Leaving direct compensation in place keeps that protection on the policy at the price already quoted, and a household that removes it pays its own repair cost on days it was not at fault. The endorsement stays until the term ends.</p><h2 id="annual-kilometres-and-what-the-car-is-used-for"><strong>Annual Kilometres and What the Car Is Used For</strong></h2><p>The application asks for the vehicle’s use class and its estimated annual kilometres, both of them certified by the driver who signs it.</p><p>Annual kilometres means every kilometre the car travels in a year, with the commute only the starting point.</p><p>Double the one-way distance and multiply it by the number of days a week the trip happens, then multiply that figure by the working weeks in the year. Add everything the car does outside the commute, from the weekend errands to the long trips. The number the insurer rates is the household’s own total.</p><h3 id="when-driving-less-lowers-the-price"><strong>When Driving Less Lowers the Price</strong></h3><p>Distance is rated in bands. Moving from 20,000 km to 14,000 km moves a driver into a different band and changes the price. Trimming a few hundred kilometres off an estimate changes nothing and leaves a number on the policy that is now wrong in the other direction.</p><p><a href="https://theconversation.com/telecommuting-can-reduce-congestion-but-might-create-other-traffic-problems-164212">A move to telecommuting</a> and the other changes that cut a household’s driving rarely prompt a phone call to the insurer.</p><ul><li>a job change</li><li>retirement</li><li>a second car arriving in the household</li><li>a child moving out</li><li>a move closer to work</li></ul><p>The premium does not move until the insurer is told.</p><p>A car that goes to work every morning belongs in the commute class no matter how low the total kilometres are. Pleasure use allows some commuting, with the permitted amount differing from one insurer to the next.</p><p>Understating the number puts inaccurate <a href="https://www.insurancejournal.com/news/national/2016/04/05/404343.htm">information on the application</a>, which is misrepresentation and can affect a claim. Most wrong figures are stale estimates given years ago and never revisited. Once the call is made, the amendment re-rates the same way a deductible change does.</p><h2 id="shopping-before-your-renewal-date"><strong>Shopping Before Your Renewal Date</strong></h2><p>No two insurers price one driver alike, because each one is working from its own claims experience across its own book of policyholders. A company that absorbed a costly year passes those losses through at renewal to everyone it insures. Two insurers can be a few hundred dollars apart on the same driver and the same coverage for that reason alone.</p><p>Renewal pricing is finalized roughly one to two months out, which is where Canadian guidance gets its window of 30 to 60 days before the expiry date. Starting inside that window leaves time to gather quotes without deciding in a hurry.</p><p>The declaration page is the document a quote gets built from. A number produced from memory usually comes in lower because it is built on a different deductible or a lower liability limit.</p><p>It may be missing an endorsement, or in Ontario have no direct compensation coverage at all. Only a page-by-page comparison shows that two quotes cover identical ground.</p><p>Binding the new policy before cancelling the old one keeps the effective date on the day the old policy expires and leaves no gap in coverage.</p><h3 id="short-rate-cancellation-charges"><strong>Short-Rate Cancellation Charges</strong></h3><p>Cancelling an Ontario auto policy partway through a term, at the insured’s request, is generally <a href="https://www.irmi.com/term/insurance-definitions/short-rate-cancellation">handled short rate</a>. The statutory conditions in the Ontario Automobile Policy permit the insurer to apply a short-rate table, under which it retains more than the portion of the term that has been used. Some policies also set a minimum retained premium, so the refund on a cancellation in month five comes out smaller than the unused months would suggest. Cancelling on the renewal date costs nothing. A better number found in month five is still there in month twelve. Taken at the expiry date, it leaves the short-rate charge out of the calculation.</p>]]></content:encoded></item><item><title><![CDATA[Cheapest Way to Watch NFL Games in 2026 (Without Cable)]]></title><description><![CDATA[The cheapest ways to watch NFL games without cable in 2026, from a free antenna to the lowest-cost streaming plans, with real prices and what each covers.]]></description><link>https://thinksaveretire.com/cheapest-way-to-watch-nfl-games-without-cable</link><guid isPermaLink="false">Ghost__Post__6aa088bd8478e50001eb1271</guid><category><![CDATA[Save Money]]></category><dc:creator><![CDATA[Vanessa Zimin]]></dc:creator><pubDate>Tue, 08 Sep 2026 22:35:39 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/Cheapest-Way-to-Watch-NFL-Games-without-cable.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/Cheapest-Way-to-Watch-NFL-Games-without-cable.jpeg" alt="Cheapest Way to Watch NFL Games in 2026 (Without Cable)"/><p><em><strong>Last updated: </strong>September 2026, for the 2026-27 NFL season. Streaming prices and rights change often, so confirm current pricing with each service before subscribing.</em></p><p><em><strong>Disclosure:</strong> This article is for informational purposes only. It may contain affiliate links, and we may earn a commission at no additional cost to you.</em></p><p>The cheapest way to watch NFL games in 2026 is a free over-the-air antenna for your local CBS, Fox, and NBC games, then adding only the services you actually need: Amazon Prime Video for Thursday Night Football, and ESPN Unlimited (or a Sling day pass) for Monday Night Football. Most fans who follow their local team can watch the majority of the season for little more than the cost of an Amazon Prime membership. If you'd rather have one simple bill, the YouTube TV Sports plan ($54.99/month for year one) is the cheapest all-in-one option.</p><p>Watching football without cable used to be simple. In 2026, the NFL's TV rights are spread across nine different platforms, which sounds overwhelming and expensive. The good news: you almost certainly don't need all nine. The trick to watching the NFL cheaply is to start with the games you can get for free, then add only what you're missing. This guide breaks down every option by real 2026 price, so you can build the lowest-cost setup for how you actually watch.</p><h2 id="where-each-nfl-game-airs-in-2026">Where Each NFL Game Airs in 2026</h2><p>Before you spend a dollar, it helps to know who carries what. Here's the weekly 2026 breakdown:</p><!--kg-card-begin: html--><style>
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          <tr>
            <th>Game</th>
            <th>Network</th>
            <th>How to Stream It</th>
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          <tr>
            <td>Sunday afternoon (AFC)</td>
            <td><span class="tsr-streaming-pill">CBS</span></td>
            <td>Antenna (free) or Paramount+</td>
          </tr>
          <tr>
            <td>Sunday afternoon (NFC)</td>
            <td><span class="tsr-streaming-pill">Fox</span></td>
            <td>Antenna (free) or Fox One</td>
          </tr>
          <tr>
            <td>Sunday Night Football</td>
            <td><span class="tsr-streaming-pill">NBC</span></td>
            <td>Antenna (free) or Peacock</td>
          </tr>
          <tr>
            <td>Monday Night Football</td>
            <td><span class="tsr-streaming-pill">ESPN</span><span class="tsr-streaming-pill">ABC</span></td>
            <td>ESPN Unlimited, Sling, or antenna for ABC games</td>
          </tr>
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            <td>Thursday Night Football</td>
            <td><span class="tsr-streaming-pill">Prime Video</span></td>
            <td>Amazon Prime Video or free on Twitch</td>
          </tr>
          <tr>
            <td>International &amp; holiday games</td>
            <td><span class="tsr-streaming-pill">NFL Network</span><span class="tsr-streaming-pill">Netflix</span><span class="tsr-streaming-pill">Others</span></td>
            <td>Varies; many also air on local TV</td>
          </tr>
        </tbody>
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    </div>
  </div>

  <p class="tsr-streaming-note">Availability can vary by location, provider, package, and game schedule.</p>
</div><!--kg-card-end: html--><h2 id="the-cheapest-way-to-watch-the-nfl-free-antenna-selective-add-ons">The Cheapest Way to Watch the NFL: Free Antenna + Selective Add-Ons</h2><p>For most fans, this is the lowest-cost path, and it's how the savviest cord-cutters do it.</p><h3 id="step-1-get-a-free-to-watch-antenna-one-time-cost-">Step 1: Get a free-to-watch antenna (one-time cost)</h3><p>Three of the four NFL broadcast networks, CBS, Fox, and NBC, still air games free over the air. A one-time<a href="https://www.amazon.com/"> <strong>over-the-air antenna</strong></a> purchase ($15-$50) gets you your local Sunday afternoon games and Sunday Night Football in full HD, with no monthly fee, ever. This alone covers a large share of your local team's season. Reception varies by location, so<a href="https://www.fcc.gov/media/engineering/dtvmaps"> <strong>check your signal</strong> <strong>strength</strong></a> with the FCC's free coverage map before buying.</p><h3 id="step-2-add-amazon-prime-video-for-thursday-nights">Step 2: Add Amazon Prime Video for Thursday nights</h3><p>Thursday Night Football is exclusive to Prime Video. If you already have Amazon Prime, you've got it. If not, Prime Video is $8.99/month standalone. And in 2026, Amazon has said Thursday games will also stream free on Twitch, so the thrifty move is to try Twitch first.</p><h3 id="step-3-add-monday-night-football-only-if-you-need-it">Step 3: Add Monday Night Football only if you need it</h3><p>Monday games are on ESPN (sometimes simulcast on ABC). If the game is on ABC, your antenna gets it for free. Otherwise, the cheapest options are a Sling TV day pass for ESPN (around $5 for the day) or ESPN Unlimited ($29.99/month) if you watch every week.</p><p>Total for a typical local-team fan: As little as $0-$9 per month (antenna already paid off, plus Prime you may already have). That's the cheapest realistic way to watch most of the NFL in 2026.</p><h2 id="cheapest-all-in-one-streaming-options">Cheapest All-in-One Streaming Options</h2><p>If you'd rather have one app and one bill instead of juggling an antenna and add-ons, these live TV streaming sports plans are the cheapest that bundle the networks you need. Prices are before taxes and fees.</p><h3 id="youtube-tv-sports-plan-best-all-in-one-value"><a href="https://tv.youtube.com/learn/sportsplan/">YouTube TV Sports Plan</a>, best all-in-one value</h3><p>$54.99/month for your first year (then $64.99). Includes Fox, CBS, NBC, ESPN, ABC, and NFL Network, essentially everything except Prime Video's Thursday games. This is the cheapest single plan that covers Sunday and Monday games in one place.</p><h3 id="fubo-sports-plan"><a href="https://www.fubo.tv/">Fubo Sports Plan</a></h3><p>$64.99/month (often $54.99 for the first month). Includes Fox, CBS, NBC, ESPN, ABC, and NFL Network, the same core lineup as YouTube TV, with strong DVR and team-following features.</p><h3 id="sling-tv-cheapest-live-tv-entry-point"><a href="https://www.sling.com/">Sling TV</a>, cheapest live TV entry point</h3><p>Sling Blue starts around $45.99/month and Orange + Blue around $60.99/month, giving you Fox and NBC (and ABC/ESPN on the Orange side), though not CBS, so you'd add Paramount+ ($8.99) for AFC Sunday games. Sling's $5 ESPN day passes are also the cheapest way to catch an occasional Monday night game.</p><h3 id="hulu-live-tv"><a href="https://www.hulu.com/live-tv">Hulu + Live TV</a></h3><p>$89.99/month. The priciest here, but it bundles Disney+, Hulu, and ESPN Unlimited, so it's worth considering only if you'd use those extras.</p><h2 id="cheapest-individual-network-apps-a-la-carte-">Cheapest Individual Network Apps (A La Carte)</h2><p>Prefer to pick only the networks your team needs? Here's each direct-to-consumer app and its 2026 price:</p><ul><li><a href="https://www.paramountplus.com/"><strong>Paramount+</strong></a><strong> Essential:</strong> $8.99/month, streams your local CBS (AFC Sunday afternoon) games.</li><li><a href="https://www.peacocktv.com/"><strong>Peacock</strong></a><strong> Premium:</strong> $10.99-$12.99/month, streams NBC, including all of Sunday Night Football.</li><li><a href="https://www.foxone.com/"><strong>Fox One</strong></a><strong>:</strong> $19.99/month (or $199/year), streams your local Fox (NFC Sunday afternoon) games.</li><li><a href="https://www.espn.com/espnplus/"><strong>ESPN Unlimited</strong></a><strong>:</strong> $29.99/month (or $299.99/year), streams ESPN and ABC, including Monday Night Football, and includes NFL Network.</li><li><a href="https://www.amazon.com/gp/video/storefront"><strong>Prime Video</strong></a><strong>:</strong> $8.99/month standalone, streams Thursday Night Football.</li></ul><p>You can also bundle Fox One and ESPN Unlimited together for $39.99/month, which saves $10 versus buying them separately.</p><h3 id="the-cheapest-mobile-only-option-nfl-">The cheapest mobile-only option: NFL+</h3><p>If you're happy watching on a phone or tablet,<a href="https://www.nfl.com/plus/"> <strong>NFL+</strong></a> is the single cheapest streaming option at $6.99/month (or $49.99/year). It includes local and primetime games plus NFL RedZone on mobile. The catch: standard NFL+ does not stream to your TV, and it doesn't include out-of-market Sunday afternoon games. NFL+ Premium ($14.99/month) adds RedZone on your TV and full-game replays.</p><h2 id="what-about-out-of-market-games-nfl-sunday-ticket-">What About Out-of-Market Games? (NFL Sunday Ticket)</h2><p>If you want to watch a team that isn't local to you, the only option is<a href="https://tv.youtube.com/learn/nflsundayticket/"> <strong>NFL Sunday Ticket</strong></a> on YouTube or YouTube TV. For 2026-27 it runs about $240 for new subscribers (renewals jump to roughly $378-$480). It's a significant expense, so only buy it if you genuinely follow an out-of-market team. If you mostly watch your local team, skip it; your local broadcasts already cover most of those games.</p><h2 id="how-to-build-the-cheapest-setup-for-you">How to Build the Cheapest Setup for You</h2><p>Match your situation to the lowest-cost path:</p><ul><li><strong>You mostly watch your local team:</strong> Antenna + Prime Video. As little as $0-$9/month after the antenna pays for itself.</li><li><strong>You want every Sunday and Monday game in one app:</strong> YouTube TV Sports plan ($54.99/month year one).</li><li><strong>You only care about Sunday afternoons:</strong> Fox One + Paramount+ (about $29/month), or just an antenna for free.</li><li><strong>You watch on your phone:</strong> NFL+ ($6.99/month).</li><li><strong>You follow an out-of-market team:</strong> YouTube TV + Sunday Ticket (highest cost, but the only way).</li><li><strong>You want the absolute minimum:</strong> A free antenna plus free Twitch for Thursday games.</li></ul><h2 id="the-bottom-line">The Bottom Line</h2><p>You do not need nine streaming services, or an expensive cable package, to watch football in 2026. Start with a free antenna for your local CBS, Fox, and NBC games, which covers a large share of the season, then add only the pieces you're actually missing: Prime Video for Thursdays, and an ESPN option for Mondays. For most fans who follow their local team, that's the cheapest way to watch the NFL, often for little more than an Amazon Prime membership you may already have.</p><p>If you'd rather keep it simple with one bill, the YouTube TV Sports plan is the best-value all-in-one at $54.99/month for your first year. Whatever you choose, the smartest money move is the same: pay only for the games you'll actually watch. For more ways to trim recurring costs, see our guide to<a href="https://thinksaveretire.com/save-money/"> <strong>cutting your monthly bills</strong></a>.</p><h2 id="faqs">FAQs</h2><h3 id="what-is-the-cheapest-way-to-watch-nfl-games-in-2026">What is the cheapest way to watch NFL games in 2026?</h3><p>The cheapest way is a free over-the-air antenna, which picks up your local CBS, Fox, and NBC broadcasts (a large share of the season) at no monthly cost. From there, add only what you're missing: Amazon Prime Video for Thursday Night Football, and ESPN Unlimited or a Sling day pass for Monday Night Football. Many fans following their local team can watch most games for little more than the cost of a Prime membership.</p><h3 id="can-i-watch-nfl-games-for-free">Can I watch NFL games for free?</h3><p>Yes, partially. A one-time antenna purchase ($15-$50) gets you local CBS, Fox, and NBC games free forever, no subscription. Amazon has also said Thursday Night Football will stream free on Twitch during the 2026 season. Netflix and Prime exclusives are still shown free on local broadcast TV in the participating teams' home markets, so an antenna often covers those too.</p><h3 id="how-can-i-watch-nfl-games-without-cable">How can I watch NFL games without cable?</h3><p>You have three main routes: (1) a free antenna for local games plus a few cheap add-ons; (2) a single live TV streaming sports plan like YouTube TV ($54.99/mo first year) or Fubo; or (3) individual network apps (Paramount+ for CBS, Fox One for Fox, Peacock for NBC, ESPN Unlimited for ESPN/ABC, Prime Video for Thursday). The antenna-plus-add-ons route is usually the cheapest.</p><h3 id="what-s-the-cheapest-streaming-service-for-nfl-games">What's the cheapest streaming service for NFL games?</h3><p>For a single all-in-one plan, the YouTube TV Sports plan ($54.99/month for the first year) and Fubo's Sports plan are the cheapest that include CBS, Fox, NBC, ESPN, ABC, and NFL Network. For mobile-only viewing, NFL+ is cheapest at $6.99/month. For picking networks a la carte, Paramount+ ($8.99) and Peacock ($10.99-$12.99) are the lowest-cost individual apps.</p><h3 id="do-i-need-nfl-sunday-ticket">Do I need NFL Sunday Ticket?</h3><p>Only if you want to watch out-of-market games (teams outside your local area). If you mostly follow your local team, you don't need it, most of that team's games air locally on CBS, Fox, or NBC. Sunday Ticket on YouTube costs $240 for new subscribers in 2026 (renewals jump to about $480), so skip it unless you're a serious out-of-market fan.</p><h3 id="what-do-i-need-for-thursday-sunday-and-monday-night-games">What do I need for Thursday, Sunday, and Monday night games?</h3><p>Thursday Night Football is exclusive to Amazon Prime Video (or free on Twitch). Sunday Night Football is on NBC (free via antenna, or Peacock). Monday Night Football is on ESPN, sometimes simulcast on ABC (stream via ESPN Unlimited, a Sling day pass, or catch the ABC simulcast free with an antenna).</p><h3 id="is-an-antenna-worth-it-for-watching-football">Is an antenna worth it for watching football?</h3><p>For most local-team fans, yes. A $15-$50 antenna pays for itself in the first month versus any streaming subscription, and it delivers local CBS, Fox, and NBC games in full HD with no monthly fee, often including the local broadcasts of Prime and Netflix exclusive games. The catch is reception: it works best if you live in an area with a decent broadcast signal.</p><!--kg-card-begin: html--><div class="tsr-keep-money-box">
  <h3>Keep More Money in Your Pocket</h3>

  <p>
    Cutting your football costs is one win. Here are more ways to trim your monthly bills and save:
  </p>

  <ul>
    <li>
      <a href="https://thinksaveretire.com/save-money/">
        How to Save Money: Strategies That Actually Work
      </a>
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      <a href="https://thinksaveretire.com/extra-money/">
        Legit Ways to Make Extra Money on the Side
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      <a href="https://thinksaveretire.com/25-ways-to-make-money-from-your-phone-100-per-day/">
        25 Ways to Make Money From Your Phone
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</div>

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</script><!--kg-card-end: html-->]]></content:encoded></item><item><title><![CDATA[The Hidden Costs of Owning Crypto: How Fees, Taxes, Security and Mistakes Eat Into Your Returns]]></title><description><![CDATA[Learn the hidden costs of owning crypto, including trading fees, network fees, taxes, slippage, wallet security, and costly user mistakes.]]></description><link>https://thinksaveretire.com/the-hidden-costs-of-owning-crypto</link><guid isPermaLink="false">Ghost__Post__6a9b09738478e50001eb1246</guid><dc:creator><![CDATA[Alexandra Harper]]></dc:creator><pubDate>Fri, 04 Sep 2026 18:58:08 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/The-Hidden-Costs-of-Owning-Crypto.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/The-Hidden-Costs-of-Owning-Crypto.jpeg" alt="The Hidden Costs of Owning Crypto: How Fees, Taxes, Security and Mistakes Eat Into Your Returns"/><p><em><strong>Disclaimer: </strong>This article is for general informational and educational purposes only and does not constitute financial, investment, tax, legal, cryptocurrency, or cybersecurity advice. Cryptocurrency is highly volatile and may result in significant losses. Readers should keep accurate records, review platform terms carefully, and consider speaking with qualified financial, tax, legal, or security professionals before buying, trading, or storing digital assets.</em></p><p>For many investors, the main metric to keep track of is the value of cryptocurrencies and, more specifically, how much it went up. But the return for an investor isn’t always as clear-cut as that. Instead, there are costs of owning cryptos that cut into the profit, and investors should be aware of them.</p><p>Some of these costs are obvious, such as exchange trading fees. These are charged to crypto traders and used to cover the cost of running the exchange and providing its services. Some are more obscure, and they include network gas fees, price slippage, tax obligations, hardware wallet expenses, and simple user mistakes.</p><p>This is also important for investors, since they are obligated to report their profits to tax authorities and these fees are deducted from the bottom line.</p><h2 id="trading-fees-the-silent-portfolio-killer">Trading Fees: The Silent Portfolio Killer</h2><p>Trading fees are the first hidden cost users will have to cover, and this is done before any profits are made. Nearly every centralized cryptocurrency exchange charges a fee whenever you buy or sell digital assets. Market orders are more expensive since they are executed immediately, while limit orders have lower fees.</p><p>When put into percentages, the fees seem to be pretty small. It’s usually between 0.1% and 0.5%, but this adds up as the investor continues to make trades. This is true even with some of the<a href="https://cryptomaniaks.com/exchanges/p2p-crypto-exchanges"> best P2P exchanges</a>, which allow users to trade with each other directly and therefore have even lower fees.</p><p>Another important expense to take into account is the spread. It’s a difference between the highest buying price and the lowest selling price. A wide spread therefore increases the cost of every trade.</p><p>All of the expenses we mentioned are made worse for the investors and traders who make trades often. Even if two traders achieve the same success and make the same earnings, the one that has made more trades will end up paying more in the long run.</p><h2 id="network-fees-why-moving-crypto-isn-t-free">Network Fees: Why Moving Crypto Isn't Free</h2><p>Many investors feel that if they own crypto, they won’t be charged for transferring it from one wallet to another. In reality, network fees are charged on these transactions. These fees are separate from trading fees. Their cost is determined by network demand rather than by the size of your portfolio. The fees rise when the networks are busy.</p><p><a href="https://coinmarketcap.com/currencies/ethereum/">Ethereum is the</a> best-known example. Sending ETH or interacting with decentralized applications can become expensive during periods of heavy activity because every smart contract transaction requires gas. Bitcoin can also experience a fee spike when the network is busy, even though it’s structured differently.</p><p>Another layer of cost comes from withdrawal fees. Some exchanges charge a fixed amount every time crypto is withdrawn regardless of the amount. This means that the investors would do well to withdraw larger sums, rather than withdrawing small sums individually.</p><p>There are a few practical ways to reduce these expenses:</p><p>·         Combine smaller transfers into one larger transaction.</p><p>·         Try not to move funds when the network is busy.</p><p>·         Make sure to choose the correct network before making any withdrawals and transfers.</p><p>·         Compare and contrast different networks before choosing which one to use.</p><p>Saving a few dollars on each transfer may seem like a minor matter. However, for those who make a lot of transfers and withdrawals, it can add up, and it’s especially concerning for users who own small amounts of cryptocurrencies.</p><h2 id="slippage-and-liquidity-the-cost-you-never-see">Slippage and Liquidity: The Cost You Never See</h2><p>Slippage is one of those costs that don’t appear on your receipt and therefore one that’s the least understood even by experienced traders. Slippage is the difference between the price you expect to receive and the price your order actually executes at. It happens because there’s no liquidity at the price you wanted. The traders are therefore forced to fill at multiple price levels.</p><p>For example, if there’s a<a href="https://coinmarketcap.com/watchlist/60bd77f4c079c74a3176226a/"> small-cap token trading</a> at $1.00 and a trader decides to buy $5,000 worth using a market order. Instead of buying all of the tokens at once at that price, they gradually buy at $1.00, $1.02, $1.04, and $1.06. Therefore, the purchasing price is $1.04, meaning the trader lost 4% before the investment has even moved.</p><p>This is an especially common problem with decentralized exchanges, because the liquidity pool is very small. Large orders create noticeable price impact, pushing prices higher while buying and lower while selling.</p><p>There are several ways to reduce slippage:</p><p>·         Use limit orders rather than market orders.</p><p>·         Trade only highly liquid assets if possible.</p><p>·         Break large trades into smaller transactions.</p><p>·         Check expected price impact before confirming a swap.</p><p>Poor liquidity can cause a valuable token to lose much of its value, because it can’t be sold when the trader plans to.</p><h2 id="taxes-the-biggest-hidden-expense-for-many-investors">Taxes: The Biggest Hidden Expense for Many Investors</h2><p>Taxes are the biggest additional expense paid by those who profit from crypto trading. It’s often overlooked because those profits weren’t taxed before, and many novice traders aren’t aware of their obligations regarding taxes.</p><p>A common mistake is that those taxes only apply when crypto is converted into fiat money. Many countries tax cryptos as they are, but they treat them as financial assets and not as money. This means that the taxable events are selling one cryptocurrency for another, spending crypto on purchases, and earning staking rewards.</p><p>Buying and holding crypto usually isn’t taxable at all. It happens when the owner disposes of assets by spending, selling, or exchanging the asset for another. Reporting on these events has become much stricter in recent years, as the use of cryptos became more common among investors. Experts such as those from CryptoManiaks have reported that, in the United States, exchanges have begun issuing standardized digital asset reporting forms, while European countries are implementing broader automatic reporting frameworks for crypto service providers. All of these create transparency. When cryptos were first invented, many users believed that they were a way to get out of traditional banking, but that hasn’t worked, now that the use of cryptos is highly regulated.</p><p>Another common misconception is about the cost basis. For instance, if a trader buys Bitcoin for $25.000 and sells it for $40.000, they’ll pay the taxes on the difference of $15.000. The investor needs to maintain accurate purchase records proving the value at both times.  The safest approach is to set up a system for maintaining records and to stick to it for all transactions regardless of how small.</p><h2 id="security-has-a-price-too">Security Has a Price Too</h2><p>Protecting crypto assets is another expense that investors and traders should prepare for. Unlike with traditional banks and fiat money, investors are responsible for their own security.</p><p>The most basic level of security is obtaining a hardware wallet. It’s a one-time purchase and one that completely prevents hacks, since the device itself isn’t connected to the internet. It’s recommended for everyone holding large amounts of crypto. For smaller amounts, users could keep their crypto in the wallets provided by the crypto exchanges.</p><p>Security also includes backup materials. A recovery phrase written on paper is better than storing it in a screenshot. Some investors also use metal backup plates designed to survive fire and water damage. It’s also an inexpensive investment, but one that has long-term benefits.</p><p>Large investors are going one step further. They invest in professional custody or digital asset insurance. These services are paid via ongoing fees, but these costs are often worth the price as the protection is stronger than what a single person can obtain, and the insurance covers hacks and often unintentional transfers.</p><p>There are a few measures to take to keep the crypto assets safe, and not all of them require investing.</p><p>·         Store recovery phrases offline.</p><p>·         Never share seed phrases with anyone.</p><p>·         Use two-step authentication.</p><p>·         Make sure to verify wallet addresses before making a transfer.</p><p>·         Update wallet software on a regular basis.</p><h2 id="the-most-expensive-crypto-mistakes">The Most Expensive Crypto Mistakes</h2><p>Sometimes the biggest crypto losses have nothing to do with breaching security or crashing markets. Instead, they happen because of users’ mistakes, and they can cost millions of dollars with no one to blame.</p><p>One of the most common errors is sending funds<a href="https://support.metamask.io/manage-crypto/move-crypto/send/funds-sent-on-wrong-network/"> across the wrong blockchain</a>. Using an incompatible network to withdraw tokens means that recovery may be difficult or even impossible if the receiving wallet does not support that chain.</p><p>Losing a seed phrase is even more serious. Customers can’t retrieve this information as they can reset a password when losing it alongside their account information. A forgotten recovery phrase can permanently lock away valuable assets. This is the case with self-custodian wallets, at least.</p><p>There are investment mistakes as well. The investors often feel a fear of missing out, and it leads them to buy during rapid price rallies, while panic selling locks in losses during corrections. These mistakes are similar to gambling, and handling crypto purchases should be treated more like investing with a clear plan and schedule.</p><p>Tax records are another area in which small mistakes could become costly. It’s usually not a good idea to wait for the end of the year to reconstruct hundreds of transactions. There’s also more of a chance of making a mistake that way. The best way to go is to handle the records after each transaction is made.</p><h2 id="how-to-calculate-your-true-crypto-return">How to Calculate Your True Crypto Return</h2><p>The investors should be aware that their profit isn’t as simple as the difference between a buying and selling price. A better way of calculating the potential profit is to use this formula:</p><p>Real Return=Investment Gain−Fees−Taxes−Security Costs−Mistake Losses</p><p>When combined, the additional costs are really cutting into the profits. Not all of these costs will happen with every transaction, but a smart investor will leave aside some of the profits to prepare for potential costs and mistakes.  This is especially true when it comes to purchasing insurance, which can be an ongoing cost, but one that pays off the most when it’s needed.</p><p>Keeping careful track of these additional expenses can also play a big role in taxation, as those can be deducted from the basis on which the investor is taxed.</p><h2 id="conclusion">Conclusion</h2><p>Buying and selling cryptocurrencies for profit has become as common as doing so with stocks and bonds. Investors and traditional financial services have accepted cryptos as a legitimate asset. It’s important for traders to be aware that there are costs to doing so and that some of them are hidden.</p><p>These include: taxes, the cost of security, slippage and liquidity, as well as network and trading fees. There are also mistakes made by the crypto holders which could end up being quite costly.  When combined, these could take out a big portion of the profit, especially for traders who make a lot of transfers.</p><p>The way to handle the cost is to be aware of it and to plan for the expenses before using the profits.</p>]]></content:encoded></item><item><title><![CDATA[How Cross-Border Family Expenses Can Quietly Disrupt Your Financial Independence Plan]]></title><description><![CDATA[Learn how cross-border family expenses can affect your financial independence plan, from recurring support to transfer fees and emergency costs.]]></description><link>https://thinksaveretire.com/how-cross-border-family-expenses-can-disrupt-your-financial-plan</link><guid isPermaLink="false">Ghost__Post__6a9b00728478e50001eb121f</guid><dc:creator><![CDATA[James Fletcher]]></dc:creator><pubDate>Fri, 04 Sep 2026 17:50:29 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/Cross-Border-Family-Expenses.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/Cross-Border-Family-Expenses.jpeg" alt="How Cross-Border Family Expenses Can Quietly Disrupt Your Financial Independence Plan"/><p><em><strong>Disclaimer: </strong>This article is for general informational purposes only and does not constitute financial, tax, legal, investment, or professional advice. Always review transfer terms carefully and consider speaking with a qualified financial adviser or tax professional before making major financial planning decisions.</em></p><p>I recently wrote a post about how adding family members to your financial plans can introduce a host of unknowns into the fixed numbers we normally rely on when planning for financial independence. This means that instead of expecting our income, expenses, investments, and even our savings rate to increase in the future, we should expect that adding family members to our households will make all of these numbers fluid.</p><p>As a member of a household that has family members living in other countries, there are often financial responsibilities of that household that extend beyond your own household. Yes, the occasional medical bill and the like need to be paid, but you may also find yourself expected to contribute to that relative's household expenses. And yes, on occasion, you may even be expected to cover the cost of an unexpected expense.</p><p>Helping family is not abnormal. However, you must include family costs in your spending plan and not leave them out of your financial independence planning.</p><h2 id="treat-cross-border-support-as-a-real-budget-category">Treat Cross-Border Support as a Real Budget Category</h2><p>Most people treat every international family expense as a one-time event. In reality, most of these events happen regularly. Therefore, include each of these events in your budget as a recurring financial responsibility.</p><p>Treat all cross-border family expenses as recurring financial responsibilities in your budget, and include them in your spending money when calculating how much you need to reach financial independence. Treat all cross-border family support expenses the same as you treat your household spending money when calculating how much money you will need for spending money after you have reached financial independence.</p><p>Another cost to factor into supporting family abroad is the cost of the transfer itself. Fees and exchange rates can affect how much money actually reaches the recipient, so it is worth comparing different services before a payment is needed. If you regularly support relatives in Mexico, for example, researching how to <a href="https://www.sofi.com/banking/international-money-transfer/send-money-to-mexico/">send money to Mexico online </a>can help you compare transfer methods, processing times, and potential costs so you can choose an option that fits your budget.</p><p>Making these expenses visible also makes them easier to plan for. Once you understand both the amount you want to provide and the cost of sending it, you can decide how much family support comfortably fits within your financial independence plan instead of making rushed financial decisions when an unexpected need comes up.</p><h2 id="build-flexibility-into-your-financial-independence-number">Build Flexibility Into Your Financial Independence Number</h2><p>I also have to include support of relatives in my financial independence calculations. This can take the form of cross-border family expenses. So, in addition to the above $40,000/year of spending, I have to add the amount I expect to support relatives. I am not going to try to predict every request for help, but I can build in a buffer. </p><p>The fact that the costs of supporting family members can so easily be left out of one’s calculations of the costs of supporting oneself is a problem that needs to be addressed.</p><p>These obligations will likely form part of your life for a long time to come and so form part of the amount of money you think you will need to spend each year, once you have reached <a href="https://www.forbes.com/sites/andrewrosen/2026/08/13/financial-independence-and-retirement-arent-the-same-thing/">financial independence.</a></p><p>There’s no need to forecast every single future request for help, but building in a bit of a margin is better than nothing. This way, you can afford to help your family and friends as and when needed without having to cut back on other important expenses or withdraw from your investments more than you anticipated.</p><p>This is particularly important for those looking for an early retirement. In retirement, a person will have decades of prior income to draw on to fund their expenses. Therefore, even modest ongoing expenses can become very costly over time.</p><h2 id="separate-emergencies-from-ongoing-support">Separate Emergencies From Ongoing Support</h2><p>Not every <a href="https://thinksaveretire.com/mastering-financial-independence-without-a-degree/">financial commitment</a> mentioned above is the same. Sometimes an unexpected hospital bill needs to be paid from the emergency fund. In contrast, a commitment like the one above to support a parent's household expenses would be included in the person's normal monthly spending. You would need to factor it into financial independence planning.</p><p>This way, you have a more accurate budget to save for the unexpected, as well as to support your family members.</p><p>If you don’t know the difference between emergencies and family support needs, you could be using your emergency funds to support your family until you can no longer afford to do so. </p><h2 id="set-boundaries-before-the-next-request-arrives">Set Boundaries Before the Next Request Arrives</h2><p>Financial independence isn't just about how much money you have saved for retirement. It is also about how you intend to spend that money in retirement. That includes deciding how much help you can realistically provide to other people.</p><p>The other part of the equation, however, is to also determine how much you can afford to support your family while still reaching your financial goals. This can be a monthly, annual, or other contribution. Setting a limit doesn't mean you will not support your family; it means you can support them sustainably.</p><p>It is good to have a number in mind when people ask for financial support. This will make it easier to have conversations with family and others who need financial support. In these conversations, instead of just agreeing to anything because of the emotional pressure that there is, you can be rational and say, “I can contribute this amount of money each month for the next [X] years.”</p><p>These conversations can be difficult with your family, but they're worth having so everyone is on the same page about how much financial support you can provide.</p><h2 id="make-family-support-part-of-the-plan">Make Family Support Part of the Plan</h2><p>Cross-border family expenses do not have to derail your financial independence. They can become a problem if you ignore them, though.</p><p>Track your family support expenses, look for hidden charges on cross-border payments, and factor them into your long-term financial plan. Try to split the costs of regular support for your family from true emergencies and anticipate that in some years your family will require more of your financial resources than in others.</p><p>A good plan for financial independence reflects the reality of the individual’s life and includes support for family.</p>]]></content:encoded></item><item><title><![CDATA[Digital Wallet Separation Is Quietly Becoming the Ultimate Financial Shield for Online Leisure]]></title><description><![CDATA[Learn how digital wallet separation can help manage online leisure spending, protect your main bank account, and support better budgeting.]]></description><link>https://thinksaveretire.com/digital-wallet-separation-is-becoming-the-ultimate-financial-shield</link><guid isPermaLink="false">Ghost__Post__6a985bab8478e50001eb11eb</guid><dc:creator><![CDATA[James Fletcher]]></dc:creator><pubDate>Wed, 02 Sep 2026 17:30:10 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/Digital-Wallet-Separation-Is-Quietly-Becoming-the-Ultimate-Financial-Shield.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/Digital-Wallet-Separation-Is-Quietly-Becoming-the-Ultimate-Financial-Shield.jpeg" alt="Digital Wallet Separation Is Quietly Becoming the Ultimate Financial Shield for Online Leisure"/><p><em><strong>Disclaimer: </strong>This article is for general informational purposes only and does not constitute financial, legal, banking, gambling, cybersecurity, or professional advice. Online gambling and casino gaming may be restricted or regulated in some areas and can carry financial risk. Users should review local laws, platform terms, and responsible gaming guidelines, and only spend money they can afford to lose.</em></p><p>Online leisure has today become a legitimate hobby and a genuine source of entertainment for millions of people worldwide. What was once considered a guilty pleasure has become a mainstream part of daily life, supported by technology that is faster, more accessible, and more immersive than ever.</p><p>High-speed internet, smartphones, and an explosion of digital platforms have all changed how people spend their free time. Just look at how many of us use streaming services like Netflix, Spotify, YouTube, or HBO Max every day. These platforms have completely redefined what relaxation looks like, and their user numbers are staggering.</p><p>Online leisure has become so popular that even things once tied to physical locations have moved online. The best example of this is casino gaming. Any interested player can <a href="https://thegruelingtruth.com/deposit-methods/cash-app/casino/no-deposit/">click here</a> to see how developed online casino sites have become, which is a main reason they surpassed land-based casinos in many ways, from game variety and convenience to bonuses and accessibility.</p><p>But no matter the type of online leisure, many users have started using digital wallets to manage and separate the money they spend on entertainment. This is not accidental. It reflects growing awareness of personal finance, privacy, and the kind of control traditional banking simply does not offer.</p><h2 id="why-people-are-moving-away-from-direct-bank-payments">Why People Are Moving Away from Direct Bank Payments</h2><p>Using a primary bank account for every online transaction made sense when digital spending was minimal. That is no longer the case.</p><p>Between subscription services, in-app purchases, online gaming deposits, and impulse buys on digital marketplaces, the average person's card is processing dozens of online transactions each month.</p><p>The more touch points your main account has, the more exposure it carries, not just to fraud, but to overspending, complicated bank statements, and a general loss of financial clarity.</p><p>Digital wallets like Cash App, PayPal, Revolut, and Venmo offer a clean alternative. Instead of routing entertainment spending through the same account that handles rent, utilities, and groceries, people are creating a financial layer specifically for leisure.</p><p>This is more than just convenience. It is a structural decision that brings real benefits to anyone who takes their personal finances seriously. The separation creates a buffer, a dedicated space where entertainment money lives, gets spent, and gets replenished on a set schedule, without ever touching the core finances that keep daily life running.</p><h2 id="the-financial-logic-behind-wallet-separation">The Financial Logic Behind Wallet Separation</h2><p>At its core, wallet separation is a budgeting <a href="https://thinksaveretire.com/best-side-hustle-apps/">strategy</a>. You allocate a fixed amount to your digital wallet, say, a monthly entertainment budget, and once that amount is gone, it is gone.</p><p>There is no temptation to dip into savings or overdraft the main account because the digital wallet operates independently. Traditional budgeting advice has promoted this kind of hard boundary for years, but it was always difficult to enforce with a single bank account. Digital wallets make that boundary automatic and effortless.</p><p>A psychological dimension also shouldn't be overlooked. When you can see exactly what is in your leisure wallet, you make different decisions than when your full balance is visible.</p><p>Financial psychologists have long documented how money framing affects spending behavior, and wallet separation uses this to your advantage. You are not restricting your enjoyment; you are giving your entertainment spending its own identity, which paradoxically makes it easier to enjoy guilt-free because you know it is already accounted for.</p><p>For people who use platforms like online casinos specifically, this structure becomes even more valuable. Responsible gaming is a serious topic, and one of the most effective tools for <a href="https://volopa.com/spend-control-explained/">maintaining control</a> is knowing exactly what you have set aside for that purpose.</p><p>A dedicated digital wallet for gaming means there is never any ambiguity about limits. The money in that wallet is the limit, no math required, no checking statements, no post-session anxiety about how much was really spent.</p><h2 id="privacy-and-security-two-benefits-that-are-easy-to-underestimate">Privacy and Security: Two Benefits That Are Easy to Underestimate</h2><p>Beyond budgeting, digital wallet separation delivers a meaningful privacy upgrade. When you pay for streaming, gaming, or any online leisure activity through a digital wallet, your primary bank account details are never exposed to that platform. This matters more than most people realize.</p><p>Data breaches at entertainment companies are not uncommon, and when a platform is compromised, payment data is often among the most valuable assets stolen. If that payment data leads back only to a digital wallet with a limited balance rather than your main bank account, the potential damage is dramatically reduced.</p><p>Some digital wallets also offer virtual card numbers, unique card details generated for a single transaction or a single merchant. This means even if a platform you use suffers a breach, the card number associated with your account is useless to anyone who steals it. Features like this offer transaction-level security that standard debit or credit cards cannot match.</p><h2 id="digital-wallets-are-changing-the-online-leisure-experience">Digital Wallets Are Changing the Online Leisure Experience</h2><p>Digital wallets are changing the online leisure experience. They are actively changing how people interact with online leisure platforms. Deposits and withdrawals on gaming sites, for example, are now faster and more straightforward when processed through wallets.</p><p>While a traditional bank transfer might take one to three business days, wallet transactions are often instant or complete within minutes. For a user who wants to jump into a game or take advantage of a limited-time offer, that speed difference is significant.</p><p>Online platforms have responded by building native wallet integration into their systems. Many top-tier entertainment and gaming sites now list dedicated wallet options as preferred payment methods, sometimes offering specific bonuses or reduced fees for users who pay through them.</p><p>This creates a positive feedback loop: wallets become more useful as platforms support them better, which drives more users toward wallets, which encourages even deeper platform integration.</p><p>Cashback programs, loyalty rewards, and promotional offers tied to specific wallets are also becoming more common. Users who pay for their online subscriptions or gaming deposits through a particular wallet may earn rewards that they would not have received otherwise. Over time, these benefits add up, making wallet-based spending not just safer and more organized, but genuinely more rewarding.</p><h2 id="setting-up-a-system-that-actually-works-long-term">Setting Up a System That Actually Works Long-Term</h2><p>The concept is straightforward, but execution matters. A digital wallet for leisure spending works best when you treat it like a dedicated account with a fixed monthly input.</p><p>Decide on a realistic entertainment budget, transfer that amount to your wallet at the start of each month, and commit to not topping it up mid-month. The structure enforces discipline without requiring constant willpower.</p><p>Choose a wallet that aligns with the platforms you use most. If you primarily <a href="https://www.nerdwallet.com/banking/learn/what-is-cash-app">use Cash App</a> or PayPal, check which entertainment services and gaming sites accept them before committing.</p><p>Many platforms clearly publish their accepted payment methods, so matching your wallet to your preferred sites isn't difficult. Over time, this setup becomes second nature: a clean, automated system that keeps your finances organized while giving your leisure activities a dedicated, protected space.</p><p>Financial tools evolve, but the principle behind wallet separation is timeless: money you can see clearly is money you control better.</p>]]></content:encoded></item><item><title><![CDATA[Smart Auto Financing Strategies for Better Financial Health]]></title><description><![CDATA[Learn smart auto financing strategies that protect your financial health, from credit score prep and pre-approval to choosing the right loan terms and lenders.]]></description><link>https://thinksaveretire.com/smart-auto-financing-strategies-for-better-financial-health</link><guid isPermaLink="false">Ghost__Post__6a9854548478e50001eb11cd</guid><dc:creator><![CDATA[Alexandra Harper]]></dc:creator><pubDate>Wed, 02 Sep 2026 16:57:34 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/Smart-Auto-Financing-Strategies-for-Better-Financial-Health.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/09/Smart-Auto-Financing-Strategies-for-Better-Financial-Health.jpeg" alt="Smart Auto Financing Strategies for Better Financial Health"/><p><em><strong>Disclaimer: </strong>This article is for general informational purposes only and does not constitute financial, lending, legal, tax, or professional advice. Always review loan documents carefully, compare offers, and consider speaking with a qualified financial professional before financing or refinancing a vehicle.</em></p><p>Most people fixate on the monthly payment when financing a car, but that single number rarely tells the full story. A lower payment stretched across a longer loan term can quietly cost thousands more in interest, making smart auto financing strategies essential for protecting long-term financial health.</p><p>Before stepping into a dealership, it pays to understand a few ground rules. The total cost of ownership matters far more than what fits comfortably on a monthly budget. That means looking beyond the monthly payment to compare APR, loan term length, and any fees bundled into the deal. Shopping lenders independently before visiting a dealer gives buyers real leverage at the negotiating table. It also helps to set a firm payment ceiling that accounts for insurance, routine maintenance, and the inevitable depreciation every vehicle carries from the moment it leaves the lot.</p><h2 id="quick-rules-for-smarter-auto-financing"><strong>Quick Rules for Smarter Auto Financing</strong></h2><p>Keeping these principles in mind before you apply can prevent the most common and costly financing mistakes:</p><ul><li>Focus on the total cost of borrowing, not just the monthly payment.</li><li>Set a payment ceiling that fits your budget and existing debt obligations.</li><li>Shop lenders before entering the dealership.</li><li>Evaluate loan terms, APR, and fees together rather than in isolation.</li><li>Leave room in the budget for insurance, maintenance, and depreciation.</li></ul><h2 id="know-what-you-can-afford-before-you-apply"><strong>Know What You Can Afford Before You Apply</strong></h2><p>Understanding your true affordability before you start shopping is what separates a manageable loan from one that quietly strains your finances for years.</p><h3 id="build-a-budget-around-ownership-costs"><strong>Build a Budget Around Ownership Costs</strong></h3><p>Setting a borrowing limit starts with take-home pay and existing monthly obligations, not the sticker price of a vehicle. A general guideline is to keep total transportation costs, including the loan payment, insurance, fuel, and maintenance, below 15 to 20 percent of net income.</p><p>The total cost of ownership extends well beyond the purchase price. Insurance premiums, registration fees, routine repairs, and depreciation all chip away at the real cost of keeping a vehicle on the road. Factoring these in before shopping prevents a buyer from committing to a loan that fits on paper but strains the broader budget.</p><p>Understanding how to lower your car finance costs early in the process can also shape which vehicles remain realistic options.</p><h3 id="use-your-trade-in-and-down-payment-strategically"><strong>Use Your Trade-In and Down Payment Strategically</strong></h3><p>A down payment directly reduces the loan balance, which lowers both the monthly payment and the total interest paid over the life of the loan. Putting more down upfront is one of the more straightforward ways to borrow less and stay financially comfortable throughout the term.</p><p>A trade-in works similarly as a financing tool. Applying its value toward the purchase reduces what needs to be financed, rather than treating it as a separate negotiation. Stretching the budget to reach a more expensive vehicle, even when a lender approves the amount, rarely serves a buyer's financial health in the long run.</p><h2 id="strengthen-your-loan-options-before-shopping"><strong>Strengthen Your Loan Options Before Shopping</strong></h2><figure class="kg-card kg-image-card"><img 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" class="kg-image" alt="Smart Auto Financing Strategies for Better Financial Health"/></figure><p><a href="https://www.pexels.com/photo/sports-car-toy-beside-the-pile-of-coins-9822745/">Image Source</a></p><p>Preparation before you apply matters more than most buyers realize. The steps you take ahead of time directly influence the loan offers you receive and the negotiating position you walk in with.</p><h3 id="check-your-credit-profile-and-debt-load"><strong>Check Your Credit Profile and Debt Load</strong></h3><p>Before applying for any auto loan, pulling a full credit report gives a clear picture of where things stand. Errors on a credit report are more common than most people expect, and a disputed item that takes weeks to resolve can delay financing at the worst possible moment.</p><p>The credit score itself shapes the interest rate range a lender is likely to offer. A score that sits in a higher tier can mean a meaningfully lower APR, which compounds in savings over the full loan term. Buyers with a limited history have options worth exploring, and understanding car finance with a limited credit history can clarify what to expect before applying.</p><p>The debt-to-income ratio is the other number lenders watch closely. A high existing debt load, even with a strong credit score, can restrict available loan amounts or push rates higher.</p><h3 id="get-pre-approval-from-more-than-one-lender"><strong>Get Pre-Approval from More Than One Lender</strong></h3><p>Pre-approval separates the car search from the financing decision, which makes the entire process easier to manage. Walking into a dealership with an existing offer changes the conversation considerably.</p><p>Comparing offers from banks, credit unions, and online lenders gives a realistic view of the rate market. Credit unions in particular often carry more competitive rates than traditional banks. According to <a href="https://www.consumerfinance.gov/ask-cfpb/how-will-shopping-for-an-auto-loan-affect-my-credit-en-763/">government financial guidance</a>, rate shopping within a focused window typically has minimal impact on a credit score, making it a low-risk step worth taking.</p><h2 id="compare-loan-offers-beyond-the-headline-rate"><strong>Compare Loan Offers Beyond the Headline Rate</strong></h2><p>Once you have pre-approval offers in hand, the next step is reading them carefully. A competitive-looking rate can still hide costs that make one offer significantly more expensive than another.</p><h3 id="read-apr-term-and-payment-together"><strong>Read APR, Term, and Payment Together</strong></h3><p>The headline interest rate on a loan offer is only part of the picture. APR, which folds in fees and the cost of borrowing into a single annual figure, gives a more accurate basis for comparison across different lenders.</p><p>Loan term and monthly payment work alongside APR as a set. A longer loan term reduces the monthly payment, but it also extends the period over which interest accumulates, often resulting in significantly more paid overall. Reading all three figures together, rather than focusing on any one in isolation, is what allows a fair comparison between offers.</p><p>It is also worth checking whether an agreement includes prepayment penalty language. Some loan contracts charge a fee for paying off the balance early, which limits the benefit of making extra payments down the line. A borrower who starts with a workable loan may still improve the deal later through <a href="https://www.autopay.com/refinance-auto-loan/">car loan refinancing</a> if credit, rates, or cash flow improve after the original loan has seasoned.</p><h3 id="spot-fees-and-add-ons-that-raise-the-cost"><strong>Spot Fees and Add-Ons That Raise the Cost</strong></h3><p>Documentation fees, dealer add-ons, and optional products bundled into the financing agreement can quietly inflate the total loan amount. These items are often presented at signing, where the focus tends to be on finalizing the deal rather than scrutinizing line items.</p><p>Reviewing each charge individually before signing protects against agreeing to costs that were never part of the original plan. Separating the vehicle price negotiation from the financing discussion, when possible, also helps keep both conversations clearer.</p><h2 id="after-the-purchase-keep-the-loan-working-for-you"><strong>After the Purchase, Keep the Loan Working for You</strong></h2><p>Signing the loan is not the end of the financial process. How the debt is managed from that point forward shapes both the total cost of the vehicle and the borrower's broader credit health over time.</p><p>If the credit score improves significantly after purchase, refinancing may offer a lower rate and a reduced monthly payment, though it makes sense to wait until the original loan has some history behind it.</p><p>Before making extra payments, borrowers should confirm the loan has no prepayment penalty clause. Where no such restriction exists, even occasional additional payments reduce the principal and cut interest over the remaining term.</p><p>Avoiding late payments protects the credit score and preserves future borrowing options. If vehicle costs begin crowding out other financial goals, revisiting the monthly budget is a practical first step.</p><h2 id="what-smart-auto-financing-really-comes-down-to"><strong>What Smart Auto Financing Really Comes Down To</strong></h2><p>Healthy auto financing starts well before a buyer sets foot in a dealership. Knowing what is genuinely affordable, factoring in the full cost of ownership, and arriving with pre-approved offers in hand all shape the quality of the deal that follows.</p><p>The best loan is not simply the one with the lowest monthly payment. It is the one where APR, loan term, down payment, and total cost of ownership align with the borrower's actual financial picture, not just what a lender is willing to approve.</p><p>Good decisions made at signing continue to pay off when the loan is managed carefully afterward.</p>]]></content:encoded></item><item><title><![CDATA[Hidden Cost Every California Side Hustler Misses Before Hiring Their First Employee]]></title><description><![CDATA[Learn how California workers’ comp costs work, what class codes mean, and how side hustlers can budget before hiring their first employee.]]></description><link>https://thinksaveretire.com/hidden-cost-every-california-side-hustler-misses-before-hiring</link><guid isPermaLink="false">Ghost__Post__6a91b8888478e50001eb1198</guid><dc:creator><![CDATA[James Fletcher]]></dc:creator><pubDate>Fri, 28 Aug 2026 16:43:49 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Hidden-Cost-Every-California-Side-Hustler-Misses-Before-Hiring.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Hidden-Cost-Every-California-Side-Hustler-Misses-Before-Hiring.jpeg" alt="Hidden Cost Every California Side Hustler Misses Before Hiring Their First Employee"/><p><em><strong>Disclaimer: </strong>This article is for general informational purposes only and does not constitute legal, insurance, tax, employment, or professional business advice. Workers’ compensation requirements, rates, class codes, penalties, coverage rules, and employer obligations can vary by business type, employee role, insurer, and current California law. Business owners should verify requirements with official state resources and consider speaking with a qualified insurance professional, attorney, or tax adviser before hiring employees or purchasing coverage.</em></p><p>Your side hustle is doing well enough that you are finally thinking about bringing someone on board. Smart move. But if that person will be working in California, there is one mandatory cost sitting between you and your first paycheck to an employee that almost nobody budgets for until it shows up on a quote. Workers' compensation insurance is not optional, not avoidable, and not cheap if you do not understand how it is priced. This is not a scare piece. The cost is predictable once you know the formula, and knowing it early is worth real money. Here is what the math actually looks like.</p><h2 id="why-california-is-different-from-every-other-state"><strong>Why California Is Different From Ever</strong>y Other State</h2><p>California does not give small businesses a pass just because they are small. The moment you put one person on payroll, even part-time or seasonal, you are legally required to carry workers' comp coverage. There is no employee threshold like the three-or-five employee minimums some other states allow. One W-2 triggers the mandate, full stop.</p><p>That is not just regulatory noise. <a href="https://www.bls.gov/regions/west/news-release/2026/workplaceinjuriesandillnesses_california_20260211.htm">According to the U.S. Bureau of Labor Statistics' 2024 Survey of Occupational Injuries and Illnesses</a>, California private industry recorded 344,500 nonfatal workplace injury and illness cases in 2024, at a rate of 2.9 cases per 100 full-time workers. That is higher than the national private-industry rate of 2.3. California is not a low-risk state, and the insurance market prices it that way.</p><p>The state's wide range of industries is part of why that number stays elevated. Construction, logistics, food service, agriculture: these sectors generate disproportionate claims, and their risk gets baked into a statewide pricing system built around something called a class code.</p><h2 id="the-class-code-cost-ladder-a-framework-worth-knowing"><strong>The Class Code Cost Ladder: A Framework Worth Knowing</strong></h2><p>Every type of work gets assigned a four-digit classification code. Carriers use those codes to look up the base rate they will charge per $100 of payroll. An office worker doing data entry lands in a very different code than a delivery driver or a plumber. The spread between the cheapest and most expensive codes is enormous, sometimes a factor of 20 or more, which means guessing wrong about your code is not just a paperwork error. It is a budget blowup waiting to happen.</p><p>The premium formula is straightforward: (Annual payroll divided by 100) multiplied by the class code rate, multiplied by your experience modification factor. Your experience mod starts at 1.0 as a new employer and adjusts over time based on your actual claims history. When you are just getting started, you pay the base rate without any discount.</p><p>Here is a simplified look at how base rates can vary by industry type:</p><!--kg-card-begin: html--><style>
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    <thead>
      <tr>
        <th>Work Type</th>
        <th>Risk Profile</th>
        <th>Approximate Rate per $100 Payroll</th>
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      <tr>
        <td>Office / clerical</td>
        <td>Low</td>
        <td>$0.35 to $0.60</td>
      </tr>
      <tr>
        <td>Retail sales</td>
        <td>Low to moderate</td>
        <td>$1.00 to $2.00</td>
      </tr>
      <tr>
        <td>Landscaping</td>
        <td>Moderate to high</td>
        <td>$5.00 to $8.00</td>
      </tr>
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        <td>Roofing</td>
        <td>High</td>
        <td>$15.00 to $30.00</td>
      </tr>
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        <td>Construction (general)</td>
        <td>High</td>
        <td>$8.00 to $14.00</td>
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    </tbody>
  </table>
</div><!--kg-card-end: html--><p>These ranges reflect advisory pure premiums issued by the Workers' Compensation Insurance Rating Bureau of California. Individual carriers can and do deviate from them, but the spread between a desk job and a roofing crew is consistent across the market. Before you make your first hire, you should know which column your business sits in.</p><p>California is the largest workers' compensation market in the country, and premiums there vary widely by classification — the same payroll can be priced very differently depending on the work performed. A lookup of <a href="https://www.workerscompensationshop.com/insurance-states/california/rates">California workers' comp rates by class code</a>, showing the low and high rate for each, helps employers benchmark before they shop.</p><h2 id="what-this-actually-costs-in-a-real-scenario"><strong>What This Actually Costs in a Real Scenario</strong></h2><p>Say you run a small event setup business in California and you bring on your first helper, who we will call Jamie. Jamie works part-time, earning $30,000 a year hauling and assembling equipment at venues. That puts your work squarely in a higher-risk physical labor category.</p><p>At a hypothetical rate of $6.00 per $100 of payroll, your annual workers' comp premium runs about $1,800. At $10.00 per $100, it is $3,000. That is before any payroll taxes, health benefits, or equipment Jamie will need. The insurance alone is a non-trivial line item that should appear in your budget the same week you start writing the job description.</p><p>The workers' comp cost is not the largest slice of your employer overhead, but it is the one people skip. And skipping it does not make it go away. Operating without coverage in California carries fines starting at $10,000, criminal liability, and the possibility of a stop-work order. That is the expensive version of finding out about this cost.</p><h2 id="industries-where-the-risk-gap-is-especially-wide"><strong>Industries Where the Risk Gap Is Especially Wide</strong></h2><p><a href="https://www.bls.gov/regions/west/news-release/fatalworkinjuries_california.htm">The BLS Census of Fatal Occupational Injuries for California in 2024</a> found that the construction sector had the highest number of fatalities at 81, and that transportation incidents were the leading cause of fatal workplace events statewide. These two sectors drive some of the steepest class code rates in the state.</p><p>If your side hustle falls anywhere near physical labor, deliveries, food production, or trade work, expect your rate to land well above the statewide average. That is not a penalty; it is risk-based pricing doing exactly what it is supposed to do. The smarter move is to accept that reality and price your services accordingly rather than treating the insurance line as a surprise after the fact.</p><p>"The classification rate reflects your employees' risk. Insurers look up those codes in a database to find the associated rate, which is lower for office workers and higher for carpenters and others with a higher rate of injuries." This reflects the consistent consensus across underwriters and regulatory guidance: the code your work falls under drives everything downstream.</p><h2 id="four-steps-to-budget-workers-comp-before-you-hire"><strong>Four Steps to Budget Workers' Comp Before You Hire</strong></h2><ol><li><strong>Describe the actual work, not the job title.</strong> Carriers care what the person physically does all day, not what you call the role. A "marketing assistant" who also hauls boxes may get coded as warehouse labor.</li><li><strong>Get your class code first.</strong> Look it up before you quote any carrier. Going in blind means you cannot verify whether a quote is accurate or not.</li><li><strong>Run the math on your projected payroll.</strong> Use the formula: (payroll divided by 100) times the class code rate. Do this for several payroll scenarios, so you know your cost range before a single dollar is offered to a candidate.</li><li><strong>Get at least three carrier quotes.</strong> California allows private carriers to deviate from advisory rates. Shopping around is worth the hour it takes.</li></ol><p>One honest note: if the workers' comp cost pushes your unit economics negative, that is not the insurance being unfair. It means the business model needs to either raise prices or redefine the role so fewer high-risk tasks fall to that employee. Better to catch that in a spreadsheet than after you have made a hire.</p><h2 id="the-bottom-line-before-you-post-that-job-listing"><strong>The Bottom Line Before You Post That Job Listing</strong></h2><p>Workers' comp is not a mystery. It is a formula with publicly available inputs that you can run before you ever talk to a broker. The employers who get surprised by it are the ones who assumed the coverage would be cheap or that it applied to someone else. In California, it applies to you the day you hire. Run the numbers now, not after you have committed to a salary. Your future self, the one reviewing next quarter's actual expenses, will appreciate that you did.</p>]]></content:encoded></item><item><title><![CDATA[What Makes a Good Stock Pick? 7 Factors Investors Should Consider]]></title><description><![CDATA[Learn what makes a good stock pick by reviewing key factors like earnings growth, debt, valuation, management, and competitive advantage.]]></description><link>https://thinksaveretire.com/what-makes-a-good-stock-pick</link><guid isPermaLink="false">Ghost__Post__6a8de1cf8478e50001eb117b</guid><dc:creator><![CDATA[James Fletcher]]></dc:creator><pubDate>Tue, 25 Aug 2026 18:44:36 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/What-Makes-a-Good-Stock-Pick-.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/What-Makes-a-Good-Stock-Pick-.jpeg" alt="What Makes a Good Stock Pick? 7 Factors Investors Should Consider"/><p><em><strong>Disclaimer: </strong>This article is for general informational and educational purposes only and does not constitute financial, investment, tax, legal, or professional advice. All investments carry risk, including possible loss of principal. Always do your own research and consider speaking with a qualified financial adviser before making investment decisions.</em></p><p>Investing in the stock market can feel overwhelming. Honestly, sitting at a desk late at night, staring at a screen full of numbers with the faint hum of a laptop fan in the background, it is easy to feel completely lost. Especially when thousands of publicly traded companies are competing for your attention. Every single day, news headlines highlight market highs, sudden dips, or the newest hot company trends. If you're an individual investor trying to build long-term wealth, sorting through all this noise to find solid opportunities is a major challenge.</p><p>So, what actually makes a good stock pick?</p><p>While no investment comes with a guaranteed outcome, seasoned investors rely on fundamental analysis to evaluate financial health, competitive position, and growth potential. By examining specific core factors, you can make informed decisions rather than relying on guesswork or emotional reactions.</p><p>Here are seven key factors every investor should consider before adding a stock to their portfolio.</p><h3 id="1-business-model-and-revenue-strategy"><strong>1. Business Model and Revenue Strategy</strong></h3><p>Before buying shares in any company, you should understand how it makes money. I guess it sounds simple, but you would be surprised how often people skip this step. A clear and easy-to-understand business model is often a key component of the <a href="https://abovethegreenline.com/tpow-strategy-guide/">best stock-picking strategy</a>.</p><p>Ask yourself straightforward questions. What product or service does the company sell? Who are its primary customers? Is the demand for this product steady, growing, or vulnerable to rapid technological changes?</p><p>Companies with diversified revenue streams are often better positioned to handle economic downturns. But if a business relies entirely on a single product or a tiny customer base, any disruption to that area can severely hurt its bottom line. Look for companies that demonstrate consistent demand, clear pricing power, and a logical plan for expanding their market reach over time.</p><h3 id="2-earnings-growth-and-profitability"><strong>2. Earnings Growth and Profitability</strong></h3><p>A company's ability to generate earnings is one of the most critical drivers of stock performance over the long run. While stock prices fluctuate daily based on market sentiment, stock values generally track earnings growth over time.</p><p>When you're <a href="https://thinksaveretire.com/best-short-term-investments/">evaluating a potential stock pick</a>, review its financial history over the last three to five years. Look for consistent growth in both revenue, which represents top-line sales, and net income, which represents bottom line profits. You know, it really comes down to seeing actual progress on paper rather than just big promises. Pay close attention to profitability metrics such as net profit margin and return on equity.</p><p>A company that consistently increases its earnings while maintaining healthy profit margins shows strong operational efficiency.</p><h3 id="3-financial-health-and-debt-levels"><strong>3. Financial Health and Debt Levels</strong></h3><p>High revenue growth can sometimes mask serious financial vulnerabilities. That's why examining a company's balance sheet is vital.</p><p>Have you ever looked closely at how much a company actually owes versus what it owns? It can be a real eye-opener.</p><p>Take a close look at the company's debt levels relative to its assets and equity. While debt is a common tool for funding business expansion, excessive debt can quickly become a dangerous burden if cash flow declines. Check liquidity ratios, such as the current ratio, to confirm that the business has enough short-term assets to cover its short term liabilities. A healthy balance sheet gives a company the flexibility to invest in new opportunities and navigate unexpected challenges.</p><h3 id="4-sustainable-competitive-advantage"><strong>4. Sustainable Competitive Advantage</strong></h3><p>In a free market, profitable industries attract competition. Without a strong defense mechanism, a successful company will eventually lose market share and profit margins to new or existing competitors. This defense mechanism is often referred to as a competitive moat.</p><p>A strong competitive moat can take many forms:</p><ul><li><strong>Cost Advantage:</strong> The ability to produce goods or services at a lower cost than rivals.</li><li><strong>Network Effects:</strong> A product or service becomes more valuable as more people use it.</li><li><strong>High Switching Costs:</strong> Making it difficult or expensive for customers to switch to a competitor.</li><li><strong>Intellectual Property:</strong> Patents, proprietary technology, or strong customer loyalty that competitors can't easily copy.</li></ul><p>When you're analyzing a potential investment, ask yourself this: Is the company's competitive advantage sustainable over the next decade, or does it risk being disrupted by newer technology or nimble startups?</p><h3 id="5-valuation-metrics"><strong>5. Valuation Metrics</strong></h3><p>Even the most incredible company can be a poor investment if you pay too high a price for its shares. Valuation is simply the practice of determining what a company is worth relative to its current stock price.</p><p>Common valuation metrics include:</p><ul><li><strong>Price-to-Earnings Ratio:</strong> Compares the current stock price to earnings per share.</li><li><strong>Price-to-Sales Ratio:</strong> Evaluates the stock price against total annual sales.</li><li><strong>Price-to-Book Ratio:</strong> Measures market value against the net asset value reported on the balance sheet.</li></ul><p>Comparing these ratios against industry peers and historical averages helps you <a href="https://www.home.saxo/en-sg/learn/guides/trading-strategies/how-to-pick-stocks">determine whether a stock is overvalued</a>, undervalued, or fairly priced. Maybe you love the product, but the math just does not work out right now. And that's the point. So, buying quality companies at reasonable valuations provides a margin of safety, reducing your downside risk if market conditions shift.</p><h3 id="6-management-quality-and-corporate-governance"><strong>6. Management Quality and Corporate Governance</strong></h3><p>The strategic vision and daily execution of a company depend entirely on its leadership team. Capable and ethical management can guide a business through tough times, while poor management can destroy value even in thriving industries.</p><p>Research the track records of the leadership team. Have they successfully led businesses through past economic cycles? Are their incentives aligned with shareholders?</p><p>Check whether executives own a significant amount of stock in the company, as insider ownership often encourages long-term decision-making over short-term quarterly gains. Furthermore, strong corporate governance and transparent communication with shareholders are key indicators of a well-run organization.</p><h3 id="7-industry-dynamics-and-macro-trends"><strong>7. Industry Dynamics and Macro Trends</strong></h3><p>No business operates in a vacuum. Broader industry dynamics and macroeconomic trends can create powerful tailwinds or difficult headwinds for a company, regardless of how well it's managed.</p><p>Consider where the industry sits in its lifecycle. Is it an emerging industry with massive growth potential, a mature market with steady demand, or a declining space vulnerable to obsolescence? Demographic shifts, technological advancements, regulatory changes, and evolving consumer habits all influence industry prospects. Aligning your investments with favorable long-term trends can significantly boost your overall portfolio performance.</p><h3 id="final-thoughts"><strong>Final Thoughts</strong></h3><p>Finding a good stock pick requires patience, thorough research, and a clear analytical approach. It takes time, and honestly, a bit of trial and error to get comfortable with the process.</p><p>By systematically evaluating a company's business model, financial strength, competitive advantage, valuation, leadership, and industry trends, you can make well-reasoned investment decisions aligned with your long term goals. And remember that thoughtful diversification across different sectors remains essential to managing risk and building lasting wealth.</p>]]></content:encoded></item><item><title><![CDATA[The Convenience Trap: Making Online Borrowing Work in Your Favor]]></title><description><![CDATA[Online lending puts borrowing a few taps away. That speed helps in a crisis and hurts on impulse. Here's how to make fast borrowing work in your favour.]]></description><link>https://thinksaveretire.com/making-online-borrowing-work-in-your-favor</link><guid isPermaLink="false">Ghost__Post__6a8c78a08478e50001eb115e</guid><dc:creator><![CDATA[Alexandra Harper]]></dc:creator><pubDate>Mon, 24 Aug 2026 17:18:35 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Making-Online-Borrowing-Work-in-Your-Favor.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Making-Online-Borrowing-Work-in-Your-Favor.jpeg" alt="The Convenience Trap: Making Online Borrowing Work in Your Favor"/><p><em><strong>Disclaimer: </strong>This article is for general informational purposes only and does not constitute financial, lending, legal, debt, or professional advice. Borrowing money carries risk and may affect your budget or credit. Always review the full loan terms carefully and consider speaking with a qualified financial adviser or credit counselor before taking out a loan.</em></p><p>Not long ago, borrowing money meant putting on decent clothes, sitting across a desk from a bank officer, and waiting days or weeks for a decision. The process was slow, a little intimidating, and full of friction. Today you can apply from your couch in pyjamas, get a decision in minutes, and have the money in your account before you've finished your coffee tomorrow. That transformation is genuinely one of the more useful things technology has done for ordinary people, and it's also quietly one of the more dangerous.</p><p>The speed itself is neutral. It's a tool, and like any powerful tool it rewards the person who uses it deliberately and punishes the one who uses it carelessly. Understanding how the convenience works, and where it works against you, is what separates borrowing that solves a problem from borrowing that becomes one.</p><h2 id="why-online-lending-exploded">Why Online Lending Exploded</h2><p>The reasons this shift happened are easy to understand from the borrower's side, because the improvements are real. Online lenders stripped away the parts of borrowing everyone hated. There's no branch visit, no stack of forms filled out in triplicate, and often no awkward conversation with someone who seems to be judging your bank balance. Decisions that once took a week now happen almost instantly, because algorithms assess applications in seconds rather than a person reviewing them over days.</p><p>For a borrower who knows what they're doing, this is a substantial upgrade. Comparing options is faster and easier, competition between lenders has pushed rates and terms to be more transparent than they once were, and access has widened for people who found traditional banks slow or dismissive. When your car dies on a Sunday and you need it running for work on Monday, the ability to sort a loan the same day is not a gimmick, it's a genuine lifeline. The technology solved real problems, and it's worth acknowledging that before getting to the catch.</p><h2 id="the-convenience-trap-itself">The Convenience Trap Itself</h2><p>Here's the catch, and it's baked into the very thing that makes online lending good. Friction, the slowness and effort that everyone was so glad to be rid of, was doing a quiet job all along. The appointment, the wait, the paperwork, all of it forced a pause between the impulse to borrow and the act of borrowing, and in that pause a lot of bad decisions used to die of natural causes. Remove the friction entirely and you remove the pause, and the pause was often the only thing standing between a person and a loan they'd regret.</p><p>This is why the same speed that rescues you in an emergency can sink you on an ordinary Tuesday. When money is a few taps away, borrowing stops being a considered decision and becomes an emotional reflex. Feeling stressed, wanting something, having a rough day, all of these can now be answered with instant credit before the feeling has passed. The frictionless flow is designed to move you from wanting to having as smoothly as possible, and smooth is exactly what you don't want when the decision deserves thought. The trap isn't that online borrowing is bad. It's that it's easy, and easy is precisely the problem when discipline is what's required.</p><h2 id="using-speed-without-getting-burned">Using Speed Without Getting Burned</h2><p>The good news is that the convenience can be turned into a genuine advantage if you bring your own judgment to it. The trick is to use the speed for the parts where speed helps and refuse to let it rush the parts where it hurts. Fast comparison is a real gift, so use it, checking several lenders in minutes to find the best rate and terms rather than accepting the first offer. Fast access to the real numbers is another, since a good online lender shows you the total cost quickly if you know to look.</p><p>The key is deciding your terms before you're in the flow. Know, before you open any application, how much you need, what monthly repayment your budget can actually handle, and what total cost you're willing to accept. Walk in with those numbers fixed and the speed works for you, letting you find and secure a good match quickly. When people treat <a href="https://rapidloans.com.au/loans/personal-loans/">easy online personal loans</a> as a deliberate tool for a defined need, applying with their limits already set, the convenience becomes exactly what it should be, a faster route to a sensible decision rather than a shortcut around one. The speed didn't make the decision for them. They made it first, then used the speed to act on it.</p><h2 id="the-fine-print-speed-hides">The Fine Print Speed Hides</h2><p>The streamlined application flow is optimized to get you to yes, which means it's very good at gliding past the details that deserve a second look. A fast, friendly interface can make a mediocre or even predatory loan feel just as easy to accept as a good one, and the design rarely stops to make sure you've understood what you're agreeing to. That's your job, and it's worth slowing down to do it even when everything around you is built for speed.</p><p>Before you confirm anything, find the numbers that matter: the interest rate, every fee, and above all the total amount you'll repay by the end, not just the reassuring monthly figure. Check whether the rate is fixed or could change, and whether paying the loan off early costs you anything. Most importantly, make sure the lender is legitimate and properly regulated, because the online space that hosts excellent lenders also hosts predatory ones wearing the same slick clothing. Sky-high rates dressed up as convenience, pressure to borrow more than you asked for, and vague terms are all signals to close the tab. Legitimate speed and predatory speed look identical on the surface, and the fine print is where they separate.</p><h2 id="building-your-own-friction-back-in">Building Your Own Friction Back In</h2><p>Since the technology removed the friction that used to protect you, the smartest move is to put some back yourself. The simplest and most powerful version is a personal rule, something like never borrowing on the same day you first feel the urge. Sleep on it, and a surprising number of impulses that felt urgent at night look optional by morning. For anything that isn't a genuine same-day emergency, a self-imposed twenty-four-hour wait costs you almost nothing and saves you from a large share of regrettable borrowing.</p><p>Beyond that, treat every fast approval as an option rather than an instruction. Being approved for a loan in minutes is not a reason to take it, it's simply information that the money is available if you decide you want it, and those are very different things. The lenders have engineered away every obstacle between you and borrowing, which means the one remaining obstacle has to be you. Build that discipline deliberately and online borrowing becomes what it always should have been, a fast and convenient way to do a sensible thing, rather than a fast and convenient way to do a foolish one.</p><p>This article is general information only and doesn't take your personal circumstances into account. Consider speaking with a qualified financial adviser or counsellor before making borrowing decisions.</p>]]></content:encoded></item><item><title><![CDATA[Is Cryptocurrency a Reasonable Choice As An Investment in 2026?]]></title><description><![CDATA[Learn whether cryptocurrency may be a reasonable investment in 2026, including the risks, volatility, diversification benefits, and market maturity.]]></description><link>https://thinksaveretire.com/is-cryptocurrency-a-reasonable-choice-as-an-investment</link><guid isPermaLink="false">Ghost__Post__6a88b77a8478e50001eb1141</guid><dc:creator><![CDATA[Alexandra Harper]]></dc:creator><pubDate>Fri, 21 Aug 2026 20:47:46 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Is-Cryptocurrency-a-Reasonable-Choice-As-An-Investment.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Is-Cryptocurrency-a-Reasonable-Choice-As-An-Investment.jpeg" alt="Is Cryptocurrency a Reasonable Choice As An Investment in 2026?"/><p><em><strong>Disclaimer: </strong>This article is for general informational and educational purposes only and does not constitute financial, investment, tax, legal, or cryptocurrency advice. Always do your own research and consider speaking with a qualified financial adviser before investing in cryptocurrency.</em></p><p>Cryptocurrency is often in the news, and there are some public figures who have made lots of money with crypto investments, but it isn't always clear if crypto would make a reasonable investment choice for the average person. It remains a volatile asset class, but one that can add strong diversification to the right portfolio.</p><p>If you remember the early days of cryptocurrency, it's likely you remember stories of college students buying pizza with it, or the almost feverish way that some people burbled about a future driven by decentralized currencies that were free from government control. Those days are long gone, and cryptocurrency looks a little different now. It is no longer a highly speculative asset that is treated as more of a joke than a viable choice for investment by traditional institutional finance. Now, it has become an accepted and valued part of the global financial market. But does that mean that the average person should consider it a reasonable investment?</p><p>For the average person looking to invest in cryptocurrency in 2026, there are some truths that need to be accepted. If you use a modern exchange to track the <a href="https://www.binance.com/en/price/bnb">BNB price</a>, or the price of any other cryptocurrency for that matter, you are likely to see a fairly volatile history. It doesn't matter if it is a lot less speculative than it used to be; crypto remains an asset class that is volatile and high-risk, but that doesn't mean it can't fit into some portfolios!</p><p>Let's take a closer look at some important facts about cryptocurrency in the context of whether or not it can make a good choice for investing in 2026.</p><h2 id="cryptocurrency-is-a-high-risk-investment">Cryptocurrency Is a High-Risk Investment</h2><p>One of the most important facts that you should accept before you start considering if <a href="https://www.kaspersky.com/resource-center/definitions/what-is-cryptocurrency">cryptocurrency</a> could be a good investment for you is that it is one of the most high-risk and volatile asset classes that modern investors have access to. While it is no longer driven solely by market speculation, there are still a range of different factors that can easily create big price swings for cryptocurrency, such as:</p><ul><li>Changes in regulation.</li><li>Sentiment in the market.</li><li>Engagement in the market by institutional groups.</li><li>Advancements in relevant technologies.</li><li>Conditions in the wider economy.</li></ul><p>Of course, high-risk doesn't mean it can't be viable; it just means that you should accept that risk. But there are a whole host of other asset types that are nowhere near as risky, even if they might not provide the same sort of short-term returns. If you already have a balanced portfolio, adding a high-risk asset class might be a perfectly reasonable, or even a good idea.</p><h2 id="crypto-can-bring-strong-portfolio-diversification">Crypto Can Bring Strong Portfolio Diversification</h2><p>If you are looking for portfolio diversification, cryptocurrency can be one of the best ways to gain it. One of the most common pieces of investment advice is to create a portfolio that is diversified. Every asset class, from gold to real estate, acts a little differently and can see more or less return based on what happens in the wider financial market. Diversification is basically the idea that you want to spread your eggs into as many different baskets as possible, rather than grouping them all together.</p><p>With this in mind, cryptocurrency behaves the most differently from other asset classes. This makes it a good choice for people who already have a relatively balanced portfolio and want to add further diversification to it.</p><h2 id="the-crypto-industry-has-matured-greatly">The Crypto Industry Has Matured Greatly</h2><p>If you are looking at the early days of crypto and now, it's easy to see how far the industry has come. It has become a much more mature and financially stable industry, with an ecosystem that is much friendlier to the average investor. The crypto industry today includes signs of industry maturity such as:</p><ul><li>Increasing regulatory certainty across big economic areas.</li><li>Strong standards for cybersecurity.</li><li>Exchanges that abide by strong regulatory standards.</li><li>Trading infrastructure that is much more transparent.</li><li>A range of investment products that attract professional investors and institutional finance.</li></ul><p>The more mature the crypto market becomes, and the friendlier it is for investors, the more confidence in digital assets grows. Rather than simply being engaged in by enthusiasts rabid with the dream of decentralized finance, there is an increasing level of institutional investment in the crypto market.</p><h2 id="the-growth-of-institutional-investment-sends-strong-signals">The Growth of Institutional Investment Sends Strong Signals</h2><p>One of the best signals that cryptocurrency can be a legitimate investment choice is the volume of institutional investment groups gaining exposure to it. These investment groups are advised by expert analysts and never make a financial move that isn't backed by firm data and strategy. The fact that these groups have not only engaged with, but continue to invest in cryptocurrency should signal to the average investor that the cryptocurrency market can be considered, in the right circumstances, as a perfectly reasonable strategic investment choice.</p><p>Does it mean that crypto investment is right for everyone? Absolutely not. But in the right circumstances, especially when a portfolio is seeking the right sort of high-risk diversification, it can be exactly what is looked for.</p>]]></content:encoded></item><item><title><![CDATA[Prediction Markets vs. Investing: What’s the Financial Difference?]]></title><description><![CDATA[Learn the financial difference between prediction markets and investing, including ownership, risk, returns, pricing, and time horizon.]]></description><link>https://thinksaveretire.com/prediction-markets-vs-investing</link><guid isPermaLink="false">Ghost__Post__6a84b77d8478e50001eb1114</guid><dc:creator><![CDATA[James Fletcher]]></dc:creator><pubDate>Tue, 18 Aug 2026 19:56:37 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Prediction-Markets-vs.-Investing.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Prediction-Markets-vs.-Investing.jpeg" alt="Prediction Markets vs. Investing: What’s the Financial Difference?"/><p><em><strong>Disclaimer: </strong>This article is for general informational and educational purposes only and does not constitute financial, investment, trading, legal, tax, gambling, or regulatory advice. Both investing and prediction-market trading involve risk, including the possible loss of money. Readers should review all platform rules and consider speaking with a qualified financial or legal professional before participating.</em></p><p>Prediction markets and investing can look surprisingly similar on a phone. Both involve putting money at risk, watching prices move, and making decisions based on what you think will happen next. Financially, however, they work in very different ways.</p><p>The distinction has become more important as prediction markets have grown. In June 2026, the CFTC proposed amendments to rules concerning event-contract derivatives, including how certain contracts may be assessed on public-interest grounds. The CFTC describes event contracts as derivatives whose value depends on the outcome of an underlying event.</p><p>Traditional <a href="https://www.investor.gov/introduction-investing">investing </a>starts from a different premise. Investor.gov defines investing as putting money into assets such as stocks or bonds with the expectation of earning a return over time through appreciation, interest, or dividends.</p><p>The easiest way to understand the difference is to ask three questions: What are you buying? Where can the return come from? And what eventually happens to the position?</p><h2 id="comparison-sites-and-first-checks">Comparison Sites And First Checks</h2><p>Choosing a prediction market requires a different type of research from choosing a long-term investment. Comparisons of the <a href="https://www.covers.com/betting/prediction-sites">best prediction markets</a> can help users evaluate platforms such as Kalshi and Polymarket across factors including market coverage, liquidity, fees, app experience, security, and availability. Those comparisons are useful starting points, particularly for someone encountering event contracts for the first time.</p><p>They should not be the only check. Users should also understand the rules of the individual contract, how settlement is determined, what fees apply, whether they can exit before settlement, and whether the platform and specific market are available in their location.</p><p>The CFTC says event contracts can hedge economic risk or speculate on event outcomes. Its <a href="https://www.cftc.gov/LearnandProtect/PredictionMarkets">consumer explainer</a> describes these contracts as derivatives whose value comes from an underlying event. In simpler terms, a user buys a position on whether something will happen. If the event resolves in the user’s favor, the contract pays according to its rules. If the event resolves the other way, the position can lose value. The contract doesn't give ownership of a business.</p><h2 id="ownership-versus-outcome">Ownership Versus Outcome</h2><p>A stock gives the holder a share of ownership in a company. The SEC’s stocks guide says investors may buy stocks for capital appreciation, dividends, or voting rights. A bond works differently because the investor lends money to an issuer for a set period, according to Investor.gov’s bond glossary. Those instruments connect to enterprises, governments, income streams, and balance sheets.</p><p>An event contract connects to a defined result. A trader may take a position on an economic release, an election, or a sports outcome where available under the venue’s rules. The financial life of that contract ends when the event settles. The price before settlement may reflect changing information, but the contract does not build ownership. That difference explains why long-term investors talk about portfolios, while event traders focus on probabilities and resolution dates.</p><p>Time horizon creates another major difference. Traditional investing is often built around years or decades. Someone saving for retirement, education, or another long-term goal may continue holding assets through multiple economic and market cycles. Returns can accumulate through appreciation, interest, dividends, or reinvestment.</p><p>Event contracts operate around a defined question and usually a defined resolution point. Some may settle quickly, while others remain open for months or longer. Either way, the event eventually produces an outcome under the contract's settlement rules.</p><p>That shorter and more defined timeline changes the way risk is evaluated. A long-term investor may ask what a company could be worth several years from now. A prediction-market trader is more likely to ask whether the market has correctly priced the probability of a particular event before it occurs.</p><h2 id="how-prediction-market-pricing-works">How Prediction Market Pricing Works</h2><p>Prediction-market prices often provide a quick way to see what traders collectively think about an outcome. A contract priced at 60 cents, for example, can roughly resemble a market-implied 60% probability. That does not mean the outcome has a scientifically proven 60% chance of occurring. The price reflects what buyers and sellers are currently willing to pay.</p><p>Prices can move before the event settles. New information, changing expectations, trading volume, and liquidity can all affect the market. Depending on the platform and contract, a trader may also be able to sell a position before the final result rather than holding it until settlement.</p><p>That creates another difference from traditional investing. The value of a stock can change because investors reassess a company's earnings, growth prospects, interest rates, or broader economic conditions. The value of an event contract moves primarily because traders reassess the likelihood of a specific outcome.</p><p>Fees and liquidity matter as well. A market can appear attractive at first glance but become harder or more expensive to trade if there are few buyers and sellers or a wide gap between available buy and sell prices. Looking only at the headline contract price can therefore give an incomplete picture of the actual risk and potential return.</p><!--kg-card-begin: html--><div class="tsr-table-wrap">
  <table class="tsr-table">
    <thead>
      <tr>
        <th>Feature</th>
        <th>Prediction Market</th>
        <th>Traditional Investing</th>
      </tr>
    </thead>

    <tbody>
      <tr>
        <td>What you buy</td>
        <td>Contract tied to an event</td>
        <td>Asset such as a stock or bond</td>
      </tr>

      <tr>
        <td>Source of return</td>
        <td>Correctly pricing an event outcome</td>
        <td>Appreciation, dividends or interest</td>
      </tr>

      <tr>
        <td>Ownership</td>
        <td>Usually none in the underlying subject</td>
        <td>Stocks represent equity ownership</td>
      </tr>

      <tr>
        <td>Time horizon</td>
        <td>Often ends when an event settles</td>
        <td>Can be held indefinitely or for many years</td>
      </tr>

      <tr>
        <td>Main price driver</td>
        <td>Changing expectations about an event</td>
        <td>Company, economic and market factors</td>
      </tr>

      <tr>
        <td>Diversification</td>
        <td>Possible across contracts, but each contract has a defined outcome</td>
        <td>Commonly spread across companies, sectors and asset classes</td>
      </tr>

      <tr>
        <td>Exit</td>
        <td>May be sold before settlement where the market permits</td>
        <td>Assets can generally be sold while markets are available</td>
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</style><!--kg-card-end: html--><h2 id="risk-works-differently">Risk Works Differently</h2><p>Both investing and prediction-market trading involve the possibility of losing money, but the sources of that risk are different.</p><p>Long-term investors often manage risk through diversification. Instead of relying on one company or one asset class, they may spread capital across stocks, bonds, cash, sectors, or markets. Diversification cannot prevent losses, but it can reduce the damage caused by one investment performing badly.</p><p>Event contracts create more outcome-specific risk. The value of an individual position depends heavily on what happens with the event described in the contract and how other traders price that possibility before settlement.</p><p>A trader can diversify across different prediction contracts, but that is not equivalent to owning a diversified portfolio of productive or income-generating assets. Each contract still has its own event, pricing, liquidity, and settlement risk.</p><p>There is also execution risk to consider. A trader who wants to exit before settlement may find that the available price has moved sharply or that liquidity is limited. That makes market depth, spreads, fees, and settlement rules important parts of the risk calculation, not just whether the prediction itself turns out to be correct.</p><h2 id="not-everything-that-makes-money-is-an-investment">Not Everything That Makes Money Is an Investment</h2><p>The word "investment" is often used loosely whenever money and potential profit are involved. That can create confusion.</p><p>Consider <a href="https://thinksaveretire.com/ai-side-hustles-for-beginners/">AI side hustles</a>. Someone might spend money on software, advertising, training, or other tools in the hope of earning additional income. That does not automatically make the activity a financial investment in the traditional sense. The return may depend primarily on the person's work, customers, and ability to run the project successfully.</p><p>Prediction markets deserve the same distinction. Putting money into an event contract does not make it equivalent to buying stocks or bonds simply because both involve capital and the possibility of profit.</p><p>A useful question is therefore not just, "Can this make money?" It is, "What exactly am I buying, where could the return come from, and what risks determine whether I get my money back?"</p><h2 id="the-bottom-line">The Bottom Line</h2><p>Prediction markets and investing both involve putting money at risk based on expectations about the future, but that similarity only goes so far.</p><p>Traditional investing generally involves owning an asset or lending capital with the expectation that value, income, or both may develop over time. Prediction-market trading involves taking a position on a defined event whose contract eventually settles according to a specific result.</p><p>Neither is automatically safe simply because it appears inside a financial-looking app. Before committing money, the important questions remain the same: understand what you are buying, how the price is formed, what fees apply, how you can exit, what determines settlement, and how much you can afford to lose.</p><p>For long-term financial goals, prediction contracts and diversified investments should therefore be viewed as fundamentally different tools rather than interchangeable ways of putting money to work.</p><h2 id="faqs">FAQs</h2><h3 id="what-do-you-buy-on-a-prediction-market">What do you buy on a prediction market?</h3><p>You buy a contract tied to a future event. The CFTC describes event contracts as derivatives whose value comes from an outcome, such as an economic result or another defined event. You don’t buy part of a company when you trade one of these contracts. You buy a position on whether the event resolves a certain way.</p><h3 id="how-does-that-differ-from-buying-stocks">How does that differ from buying stocks?</h3><p>A stock gives the holder ownership in a company. Stockholders may receive gains through price growth or dividends. A prediction contract ends when its stated event settles. The stock can remain in a portfolio for years. The contract has a finish point built into the trade.</p><h3 id="do-prediction-market-prices-represent-probability">Do prediction-market prices represent probability?</h3><p>They can be interpreted as a market-implied probability, but they should not be treated as a guaranteed forecast. A contract trading around 60 cents may suggest that traders collectively price the outcome at roughly 60%, but prices can also be affected by liquidity, trading activity, new information, and market sentiment.</p><h3 id="can-you-sell-a-prediction-contract-before-the-event-happens">Can you sell a prediction contract before the event happens?</h3><p>Often, yes. Depending on the platform and the contract, traders may be able to close or reduce a position before the event settles. The price available at that point depends on current market conditions and liquidity, so selling early can produce either a profit or a loss.</p><h3 id="are-prediction-markets-a-substitute-for-long-term-investing">Are prediction markets a substitute for long-term investing?</h3><p>No. Prediction markets and long-term investing serve different purposes. Event contracts are built around defined future outcomes, while long-term investment portfolios may be designed to build wealth or generate income over many years. Prediction contracts should not be treated as a replacement for emergency savings, retirement planning, or a diversified investment strategy.</p><h3 id="why-do-prediction-markets-attract-sports-fans">Why do prediction markets attract sports fans?</h3><p>Sports fans already follow changing information. Injury reports move prices. Weather can affect outcomes. A coach’s decision can change how a market behaves. Prediction markets use a trading structure, but the habits around timing and news feel familiar to people who follow sport closely.</p><h3 id="can-you-lose-all-the-money-in-a-prediction-contract">Can you lose all the money in a prediction contract?</h3><p>Yes. If the contract resolves against your position, the trade can lose its value. Some contracts may also move against you before settlement. A user should treat the stake as money at risk, not as part of an emergency fund or retirement plan.</p>]]></content:encoded></item><item><title><![CDATA[How to Send an Invoice That Will Actually Get Paid on Time]]></title><description><![CDATA[Learn how to send invoices that get paid on time, including W-9s, purchase orders, due dates, payment methods, and follow-ups.]]></description><link>https://thinksaveretire.com/how-to-send-an-invoice-that-will-actually-get-paid-on-time</link><guid isPermaLink="false">Ghost__Post__6a8340058478e50001eb10cb</guid><dc:creator><![CDATA[Alexandra Harper]]></dc:creator><pubDate>Mon, 17 Aug 2026 17:27:18 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/How-to-Send-an-Invoice-That-Will-Actually-Get-Paid.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/How-to-Send-an-Invoice-That-Will-Actually-Get-Paid.jpeg" alt="How to Send an Invoice That Will Actually Get Paid on Time"/><p><em><strong>Disclaimer:</strong> This article is for general informational purposes only and does not constitute financial, tax, legal, accounting, or business advice. Business owners should review their agreements carefully and consider speaking with a qualified accountant, tax professional, or attorney for guidance specific to their situation.</em></p><p>If your invoices keep going quiet, the problem is usually paperwork, and the good news is that it’s totally fixable.</p><p>If the client goes silent, it doesn’t mean that you’ve done something wrong. Usually, what's going on is that the invoice is sitting in someone's inbox unpayable because a tax form is missing, or a reference number isn't on it, or it went to a person whose job has nothing to do with paying anyone. Nothing has been rejected - the invoice simply can't be processed in the state it arrived in, and nobody has thought to mention that.</p><h2 id="who-this-is-for">Who This Is For</h2><p>This is for people running businesses that bill other businesses. Freelancers, consultants, agency owners, contractors, shops, and anyone who does the work and then has to go and get the money.</p><p>If your business sells to consumers and gets paid at checkout, this isn't really your problem. The money shows up when the card clears. But if you send invoices to companies and then wait, the rest of this is for you.</p><h2 id="the-vocabulary">The Vocabulary</h2><p>If you’re just starting, you might find this useful.</p><p><strong>W-9.</strong> A one-page IRS form with your name, address and taxpayer ID number on it. It's how a business tells the government who they paid. Most companies won't release a payment to you until they have one on file. It takes about ninety seconds to fill out and it holds up more payments than anything else on this list.</p><p><strong>PO, or purchase order.</strong> A number that the client's finance team creates before they agree to buy something. It's basically a pre-approved budget slot. When your invoice arrives, their system tries to match it to that number. No number, no match, and your invoice goes into a pile for someone to sort out manually, which is another way of saying never.</p><p><strong>AP, or accounts payable.</strong> The team, or often just an inbox, that actually pays the bills. Not the person who hired you. These are different humans with different jobs.</p><p><strong>Net 30.</strong> You get paid 30 days after the invoice date. Net 15 means 15 days. It's the payment deadline, and it starts ticking from the date on your invoice, whether or not anybody has opened it yet.</p><p><strong>ACH.</strong> A bank-to-bank transfer in the US. Cheaper than a card, slower than a card, and the standard way most businesses pay their vendors.</p><p><strong>1099-NEC and 1099-K.</strong> Tax forms that report what you were paid. More on those at the end, because they cause a specific and annoying problem.</p><h2 id="send-the-w-9-before-anybody-asks">Send the W-9 Before Anybody Asks</h2><p>Attach it to the very first invoice for a new client. Waiting to be asked means being asked in week four, after the payment has already stalled, and then waiting another two weeks for the next payment run.</p><p>The form downloads from the IRS site in about a minute. Fill it out once, save it as a PDF, and send that same file to every new client from now on.</p><h2 id="ask-whether-they-use-purchase-orders">Ask Whether They Use Purchase Orders</h2><p>Ask on the kickoff call, before any work has been done. It's one sentence: "Do you use POs, and if so, who sets one up?"</p><p>Small businesses often don't use them at all. Anything over about a hundred employees probably does. If they do and the number isn't on your invoice, it cannot be processed no matter how politely you follow up. If they don't use them, write "No PO required" on the invoice along with the name of whoever approved the work, which gives accounts payable cover to just pay it.</p><h2 id="send-it-to-the-people-who-actually-pay-bills">Send It to the People Who Actually Pay Bills</h2><p>Ask for the AP email address or billing portal on day one, then send the invoice there with your contact copied.</p><p>The alternative is emailing the person who hired you and hoping they forward it. Sometimes they do, on a Friday, in a batch, three weeks later. They're not being difficult, they just have a real job that isn't paying you.</p><h2 id="put-a-real-date-on-it">Put a Real Date On It</h2><p>Write the due date as an actual date. "Due September 15" gets put in a calendar. "Net 30" makes the reader do arithmetic, and nobody does arithmetic for fun.</p><p>Be realistic about what net 30 means in practice, too. Between approval queues and scheduled payment runs, a company on net 30 terms usually pays somewhere between day 35 and day 50. A client asking for net 60 is asking your business to finance theirs for two months, so either build that into the rate or ask for a deposit up front.</p><p><strong>If you're building a small business and want the money side covered before it becomes urgent, TSR's guide on</strong> <a href="https://thinksaveretire.com/what-to-do-if-you-receive-an-irs-tax-debt-notice/"><strong>what to do if you receive an IRS tax debt notice</strong></a> <strong>is worth reading early.</strong></p><h2 id="decide-how-you-want-the-money-to-arrive">Decide How You Want the Money to Arrive</h2><p>This part gets skipped, and it's worth about a week of waiting.</p><p>An invoice sent as a PDF with bank details at the bottom asks the client to open the file, log into their banking system, type in an account number and hope they got it right. Every one of those steps is somewhere to procrastinate.</p><p>An invoice that arrives as an email with a button on it asks them to click the button.</p><p>Plenty of business platforms handle invoicing and business payments together. For example, on <a href="https://whop.com/network">Whop</a>, you create the invoice in your business dashboard, set it as one-time or recurring, choose the due date, and pick which payment methods your business will accept. The client pays from a button in the email without creating an account of their own, and the payment lands in your business balance alongside every other sale. </p><h2 id="what-to-do-when-it-s-late-anyway">What to Do When It's Late Anyway</h2><p>Because sometimes it will be.</p><p>Day one past due, reply on the original email thread, attach the invoice again, and ask a question rather than making a demand. Day seven, email accounts payable directly with the invoice number and PO number, copying the person who hired you. Internal nudges move faster than external ones. </p><p>Day fourteen is when you’ll have to call your contact. Nobody enjoys this part.</p><p>If it’s day thirty, and there’s still no money, send a written notice referencing the late fee clause in the contract. If there isn't one, add it to the next contract, keep it modest at around 1% to 1.5% a month, and check state rules, because they vary. Unlike some countries, US businesses have no automatic right to charge interest on overdue invoices. The Prompt Payment Act sounds like it helps and doesn't, since it only covers federal contractors.</p><p>After that, small claims court handles most freelance-sized amounts without a lawyer. Limits run from roughly $5,000 to $25,000 depending on the state.</p><h2 id="one-thing-to-sort-out-before-tax-season">One Thing to Sort Out Before Tax Season</h2><p>Payments taken by card or through a payment platform get reported to the IRS by that platform on a 1099-K. Payments a client sends directly, usually by check or bank transfer, may show up on a 1099-NEC the client issues. Reporting thresholds have shifted around in recent years, so check current numbers rather than trusting anything in an old blog post, this one included.</p><p>The problem is double counting. Some clients issue a 1099-NEC for work they actually paid by card, which the processor has already reported separately. Suddenly the business looks like it earned more than it did. Your own invoice records are what sorts that out, which is the boring reason to number invoices properly from day one.</p><h2 id="a-final-word-on-getting-paid-on-time">A Final Word On Getting Paid On Time</h2><p>There's no clever trick here. Send the W-9 early, ask about POs, email the right department, put a real date on the invoice, and make paying it a single click.</p><p>That's four small pieces of admin and one decision about payment methods, and it takes about twenty minutes to set up properly. The alternative is a business that's short of cash while it waits on money it has already earned, which is a cash flow problem created entirely by paperwork.</p><h2 id="frequently-asked-questions-">Frequently Asked Questions:</h2><h3 id="do-i-really-need-to-send-a-w-9-before-they-ask">Do I really need to send a W-9 before they ask?</h3><p>Yes, and it's the highest-return ninety seconds in this whole article. Attach it to the first invoice for every new business client. Without one on file, most companies' accounting systems will not release payment, and nobody tends to mention that's the reason for the delay.</p><h3 id="what-if-my-client-doesn-t-use-purchase-orders">What if my client doesn't use purchase orders?</h3><p>Write "No PO required" on the invoice along with the name of the person who approved the work. Accounts payable teams are cautious by nature, and that line means they don't have to chase someone internally before paying a small business they've never dealt with.</p><h3 id="can-i-charge-a-late-fee-on-an-overdue-invoice">Can I charge a late fee on an overdue invoice?</h3><p>Only if the contract says so. US businesses have no automatic statutory right to interest on late payments from private clients. Put a clause in your standard agreement, keep the rate reasonable, and check the limits in your state, since some cap what can be charged.</p><h3 id="is-it-unprofessional-to-ask-for-a-deposit">Is it unprofessional to ask for a deposit?</h3><p>Not at all, and it's standard on projects over a few thousand dollars. Something between 25% and 50% up front is normal. A client who flatly refuses is offering useful information about how the final invoice is likely to go, and it arrives before the work does.</p><h3 id="should-my-business-take-card-payments-or-ask-for-a-bank-transfer">Should my business take card payments or ask for a bank transfer?</h3><p>Bank transfer costs far less on larger invoices, often a few dollars against a few percent. Cards clear faster and are easier for the client. A lot of small businesses set bank transfer as the default and add a card option for smaller invoices or clients who ask, which is a reasonable balance.</p>]]></content:encoded></item><item><title><![CDATA[Top Features to Look for in Mortgage Automation Software: A Buyer's Guide]]></title><description><![CDATA[Learn the top features to look for in mortgage automation software, including workflow tools, borrower portals, servicing, compliance, AI, and integrations.]]></description><link>https://thinksaveretire.com/top-features-to-look-for-in-mortgage-automation-software</link><guid isPermaLink="false">Ghost__Post__6a83377a8478e50001eb10ab</guid><dc:creator><![CDATA[Alexandra Harper]]></dc:creator><pubDate>Mon, 17 Aug 2026 16:38:05 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Top-Features-to-Look-for-in-Mortgage-Automation-Software.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Top-Features-to-Look-for-in-Mortgage-Automation-Software.jpeg" alt="Top Features to Look for in Mortgage Automation Software: A Buyer's Guide"/><p><em><strong>Disclaimer: </strong>This article is for general informational and educational purposes only and does not constitute financial, lending, legal, compliance, technology, or professional advice. Lenders should conduct their own due diligence and consult qualified legal, compliance, and technology professionals before selecting or implementing any mortgage software platform.</em></p><p>Mortgage lending has become increasingly complex over the past decade. Lenders must process growing loan volumes while meeting higher borrower expectations for speed, transparency, and digital convenience. At the same time, evolving regulatory requirements and increasing operational costs make it difficult to scale using manual processes alone.</p><p>Modern lending teams can no longer rely on disconnected spreadsheets, email chains, and multiple standalone applications to manage the loan lifecycle. Every manual handoff introduces delays, increases the risk of errors, and limits operational efficiency.</p><p>This is why <a href="https://www.mortgageautomator.com/automation"><strong>mortgage automation and workflow software</strong></a> has become a strategic investment rather than simply another technology purchase. By automating repetitive tasks and connecting every stage of the lending process, today's platforms help lenders streamline operations, improve borrower experiences, and support sustainable business growth.</p><h2 id="what-is-mortgage-automation-software"><strong>What Is Mortgage Automation Software?</strong></h2><p>Mortgage automation software is an integrated platform that helps lenders manage the complete lending lifecycle from a single system. Instead of relying on separate tools for origination, servicing, payments, reporting, and document management, lenders can centralize these processes within one platform.</p><p>A modern solution typically supports:</p><ul><li>Loan origination</li><li>Underwriting workflows</li><li>Document generation and storage</li><li>Borrower communication</li><li>Loan servicing</li><li>Payment processing</li><li>Compliance monitoring</li><li>Portfolio reporting</li></ul><p>Unlike traditional point solutions that require constant data transfers between systems, modern <strong>mortgage lending software</strong> creates a unified operational environment. Information entered once can flow throughout the lending process, reducing duplicate work and improving data accuracy.</p><p>As lending operations grow more sophisticated, unified platforms are replacing disconnected technology stacks that often slow down processing and increase administrative overhead.</p><h2 id="who-benefits-from-mortgage-automation-software"><strong>Who Benefits from Mortgage Automation Software?</strong></h2><p>Almost every lending organization can benefit from automation, although priorities differ depending on the lending model.</p><h3 id="private-lenders"><strong>Private Lenders</strong></h3><p>Private lenders often manage customized loan structures and require flexible workflows. Automation reduces administrative work while improving borrower communication and payment tracking.</p><h3 id="commercial-lenders"><strong>Commercial Lenders</strong></h3><p>Commercial transactions typically involve larger loan amounts, multiple stakeholders, and extensive documentation. Automated workflows help simplify approvals and improve operational visibility.</p><h3 id="hard-money-lenders"><strong>Hard Money Lenders</strong></h3><p>Speed is a competitive advantage in hard money lending. Automated underwriting workflows, document generation, and payment processing help reduce turnaround times.</p><h3 id="construction-lenders"><strong>Construction Lenders</strong></h3><p>Construction loans require milestone tracking, draw schedules, inspections, and ongoing servicing. Mortgage automation software helps coordinate these moving parts while maintaining accurate documentation.</p><h3 id="bridge-lenders"><strong>Bridge Lenders</strong></h3><p>Bridge financing usually involves shorter loan terms and accelerated timelines. Automation supports faster approvals, payment management, and portfolio oversight.</p><h3 id="mortgage-companies"><strong>Mortgage Companies</strong></h3><p>Mortgage companies handling high application volumes benefit from standardized workflows that improve consistency while reducing manual processing.</p><h3 id="lending-funds"><strong>Lending Funds</strong></h3><p>Investment funds require detailed portfolio reporting, investor transparency, and scalable servicing capabilities. Modern <strong>loan management software</strong> simplifies reporting while supporting continued portfolio growth.</p><h2 id="why-mortgage-automation-matters"><strong>Why Mortgage Automation Matters</strong></h2><p>The greatest value of mortgage automation software is not simply reducing paperwork. Its real impact comes from improving operational performance across the organization.</p><h3 id="reduce-manual-work"><strong>Reduce Manual Work</strong></h3><p>Automating repetitive administrative tasks allows staff to focus on underwriting, borrower relationships, and strategic decision-making rather than data entry.</p><h3 id="improve-borrower-experience"><strong>Improve Borrower Experience</strong></h3><p>Borrowers increasingly expect digital applications, online document uploads, automated status updates, and faster approvals. Automation delivers a smoother customer journey while reducing unnecessary communication delays.</p><h3 id="standardize-workflows"><strong>Standardize Workflows</strong></h3><p>Consistent workflows help ensure every loan follows the same approval process regardless of loan officer or branch location. Standardization reduces processing errors and improves operational consistency.</p><h3 id="strengthen-compliance"><strong>Strengthen Compliance</strong></h3><p>Automated workflows reduce the likelihood of missed documentation, incomplete files, or inconsistent procedures. Built-in compliance controls also simplify regulatory audits.</p><h3 id="increase-servicing-capacity"><strong>Increase Servicing Capacity</strong></h3><p>As portfolios grow, manual servicing becomes increasingly difficult to manage. Automation allows lenders to process payments, monitor loan performance, and manage borrower communications more efficiently.</p><h3 id="improve-reporting"><strong>Improve Reporting</strong></h3><p>Executives benefit from real-time dashboards that provide visibility into loan pipelines, servicing performance, funding activity, and operational bottlenecks.</p><h3 id="support-business-growth"><strong>Support Business Growth</strong></h3><p>Perhaps most importantly, automation allows lenders to scale operations without proportionally increasing administrative staff. This improves operational efficiency while supporting long-term growth.</p><h2 id="key-features-to-look-for-in-mortgage-automation-software"><strong>Key Features to Look for in Mortgage Automation Software</strong></h2><p>When evaluating platforms, lenders should focus on operational impact rather than simply counting features. The best software is the one that removes friction from your lending process, supports your specific workflows, and continues to scale as your business grows.</p><h3 id="1-end-to-end-loan-lifecycle-management"><strong>1. End-to-End Loan Lifecycle Management</strong></h3><p>One of the most valuable capabilities of modern mortgage automation software is managing the entire loan lifecycle within a single platform.</p><p>This includes:</p><ul><li>Loan origination</li><li>Processing</li><li>Underwriting</li><li>Closing</li><li>Funding</li><li>Loan servicing</li></ul><p>Instead of transferring information between multiple systems, lenders maintain a single source of truth throughout the loan journey.</p><p><strong>Why it matters</strong></p><p>Unified lifecycle management reduces duplicate data entry, minimizes manual handoffs, and provides complete visibility into every loan.</p><p><strong>Questions to ask vendors</strong></p><ul><li>Does the platform support both origination and servicing?</li><li>Can every department work from the same system?</li><li>How easily can loan data move between workflow stages?</li></ul><h3 id="2-workflow-automation"><strong>2. Workflow Automation</strong></h3><p>Manual processes often create unnecessary delays. Workflow automation helps eliminate bottlenecks by automatically routing tasks to the appropriate team members.</p><p>Typical capabilities include:</p><ul><li>Automated task assignments</li><li>Approval routing</li><li>Milestone tracking</li><li>Deadline reminders</li><li>Status notifications</li><li>Escalation rules</li></ul><p>By automating routine activities, lenders improve consistency while reducing administrative overhead.</p><h3 id="3-intelligent-document-automation"><strong>3. Intelligent Document Automation</strong></h3><p>Mortgage lending involves significant documentation. Managing files manually consumes valuable staff time and increases the risk of errors.</p><p>Modern platforms typically include:</p><ul><li>Dynamic document templates</li><li>Automated document generation</li><li>Electronic signatures</li><li>Centralized document storage</li><li>Version control</li></ul><p>These capabilities reduce paperwork while helping maintain complete, organized loan files throughout the lending process.</p><h3 id="4-borrower-broker-self-service-portals"><strong>4. Borrower &amp; Broker Self-Service Portals</strong></h3><p>Borrowers increasingly expect digital experiences similar to those offered by online banking platforms.</p><p>Self-service portals allow borrowers and brokers to:</p><ul><li>Submit applications online</li><li>Upload supporting documents securely</li><li>Track loan progress</li><li>Receive automated notifications</li><li>View payment history</li><li>Communicate with lending teams</li></ul><p>These portals improve transparency while reducing inbound calls and emails.</p><h3 id="5-integrated-payment-processing"><strong>5. Integrated Payment Processing</strong></h3><p>Loan servicing becomes significantly more efficient when payment processing is built directly into the platform.</p><p>Key capabilities include:</p><ul><li>ACH payment automation</li><li>Recurring payment scheduling</li><li>Escrow management</li><li>Late fee calculation</li><li>Payment reconciliation</li><li>Transaction history</li></ul><p>Integrated servicing reduces manual accounting work while improving payment accuracy and borrower convenience.</p><h2 id="6-compliance-audit-trails"><strong>6. Compliance &amp; Audit Trails</strong></h2><p>Compliance is a critical component of mortgage lending. As regulations continue to evolve, lenders need systems that help maintain consistent processes and provide clear documentation for internal reviews and external audits.</p><p>Modern <strong>mortgage automation software</strong> should include built-in compliance tools rather than relying on manual oversight.</p><p>Look for features such as:</p><ul><li>Automated compliance checks</li><li>Comprehensive audit logs</li><li>Role-based permissions</li><li>Regulatory reporting</li><li>Activity tracking</li><li>Secure document history</li></ul><p>Every action taken within the system should be recorded, creating a complete audit trail that shows who accessed or modified information and when.</p><p><strong>Why it matters</strong></p><p>Automated compliance controls help reduce human error, improve accountability, and simplify regulatory examinations while lowering operational risk.</p><h2 id="7-reporting-business-intelligence"><strong>7. Reporting &amp; Business Intelligence</strong></h2><p>Lenders generate large amounts of operational data every day. The ability to transform that data into actionable insights is one of the biggest advantages of a modern mortgage automation platform.</p><p>Reporting capabilities should extend beyond basic loan summaries to provide visibility across the entire lending operation.</p><p>Important reporting features include:</p><ul><li>Loan pipeline reporting</li><li>Portfolio performance reporting</li><li>Investor reporting</li><li>Servicing analytics</li><li>Custom dashboards</li><li>Operational KPIs</li></ul><p>Real-time reporting enables leadership teams to identify bottlenecks, monitor loan performance, forecast funding activity, and make informed business decisions.</p><p>Rather than exporting spreadsheets from multiple systems, lenders can access centralized dashboards that present a complete operational picture.</p><h2 id="8-api-third-party-integrations"><strong>8. API &amp; Third-Party Integrations</strong></h2><p>No lending platform operates in isolation. Even comprehensive <strong>lending automation software</strong> must connect with other business-critical systems.</p><p>Strong integration capabilities reduce duplicate data entry while ensuring information flows smoothly across departments.</p><p>Common integrations include:</p><ul><li>CRM platforms</li><li>Accounting software</li><li>Credit bureaus</li><li>Appraisal providers</li><li>Identity verification tools</li><li>Document providers</li><li>Payment gateways</li><li>Business intelligence platforms</li></ul><p>Open, well-documented APIs are particularly valuable because they allow organizations to build custom integrations as business needs evolve.</p><p>A platform with limited integration options can quickly become a bottleneck, forcing employees to manually transfer information between systems.</p><h2 id="9-scalability-customization"><strong>9. Scalability &amp; Customization</strong></h2><p>The software that supports your lending business today should also support your business several years from now.</p><p>As loan volume increases, product offerings expand, and teams grow, the platform should scale without requiring major operational changes.</p><p>Key capabilities include:</p><ul><li>Configurable workflows</li><li>Custom fields</li><li>Multiple loan products</li><li>Multi-user environments</li><li>Cloud deployment</li><li>Department-specific permissions</li></ul><p>Flexible configuration allows lenders to adapt workflows without extensive software development, making it easier to respond to changing business requirements.</p><p>Cloud-based deployment also offers improved accessibility, simplified maintenance, and easier scalability compared to many legacy on-premise systems.</p><h1 id="the-growing-role-of-ai-in-mortgage-automation"><strong>The Growing Role of AI in Mortgage Automation</strong></h1><p>Artificial intelligence is becoming an increasingly practical addition to mortgage automation software. Rather than replacing lending professionals, AI helps automate repetitive administrative tasks and improve data accuracy.</p><p>Some of the most useful AI-powered capabilities include:</p><ul><li>Intelligent document classification</li><li>Optical Character Recognition (OCR)</li><li>Automated data extraction</li><li>Fraud detection</li><li>Workflow recommendations</li></ul><p>For example, AI can extract borrower information from uploaded documents, classify incoming files, flag potential inconsistencies, and recommend the next workflow step based on predefined business rules.</p><p>While AI can improve operational efficiency, it should complement—not replace—human decision-making in underwriting and loan servicing.</p><h1 id="common-mistakes-when-evaluating-mortgage-automation-software"><strong>Common Mistakes When Evaluating Mortgage Automation Software</strong></h1><p>Selecting the right platform involves more than comparing feature lists. Many lenders make purchasing decisions that create operational challenges later.</p><h3 id="choosing-based-only-on-price"><strong>Choosing Based Only on Price</strong></h3><p>The lowest-cost platform may lack the functionality needed to support long-term growth, resulting in higher operational costs over time.</p><h3 id="ignoring-loan-servicing"><strong>Ignoring Loan Servicing</strong></h3><p>Some solutions focus primarily on loan origination while offering limited servicing capabilities. If servicing is handled separately, operational inefficiencies can quickly emerge.</p><h3 id="automating-inefficient-workflows"><strong>Automating Inefficient Workflows</strong></h3><p>Technology cannot fix poorly designed processes. Before implementing automation, lenders should review and optimize existing workflows.</p><h3 id="underestimating-implementation"><strong>Underestimating Implementation</strong></h3><p>Successful implementation requires planning, staff training, data migration, and process redesign. Treat implementation as a business transformation project, not simply a software installation.</p><h3 id="selecting-closed-systems"><strong>Selecting Closed Systems</strong></h3><p>Platforms with limited integrations may require manual workarounds as your technology ecosystem expands.</p><h3 id="overlooking-reporting"><strong>Overlooking Reporting</strong></h3><p>Without robust reporting tools, lenders may struggle to measure operational performance or identify improvement opportunities.</p><h3 id="ignoring-scalability"><strong>Ignoring Scalability</strong></h3><p>Software should support future business growth, additional loan products, and increasing servicing portfolios without requiring a complete system replacement.</p><h1 id="questions-every-lender-should-ask-vendors"><strong>Questions Every Lender Should Ask Vendors</strong></h1><p>Before selecting a platform, ask vendors questions that reveal how well the software aligns with your operational needs.</p><p>Examples include:</p><ul><li>Does the platform support both loan origination and loan servicing?</li><li>Can workflows be customized without software developers?</li><li>Are APIs publicly documented?</li><li>Does the platform support construction lending?</li><li>Can investor reporting be customized?</li><li>What onboarding and implementation services are included?</li><li>How frequently are compliance updates released?</li><li>Can document templates be modified internally?</li><li>How are software updates deployed?</li><li>What customer support options are available after implementation?</li></ul><p>These questions help move the conversation beyond marketing claims and toward practical operational capabilities.</p><h1 id="how-to-prioritize-features-based-on-your-lending-model"><strong>How to Prioritize Features Based on Your Lending Model</strong></h1><p>Different lending organizations have different priorities. Focusing on the capabilities most relevant to your business model can simplify the evaluation process.</p><h3 id="private-lenders-1"><strong>Private Lenders</strong></h3><p>Prioritize:</p><ul><li>Flexible workflows</li><li>Fast approvals</li><li>Borrower communication</li><li>Payment servicing</li></ul><h3 id="construction-lenders-1"><strong>Construction Lenders</strong></h3><p>Focus on:</p><ul><li>Draw management</li><li>Milestone tracking</li><li>Inspection workflows</li><li>Document management</li></ul><h3 id="hard-money-lenders-1"><strong>Hard Money Lenders</strong></h3><p>Key priorities include:</p><ul><li>Rapid loan origination</li><li>Automated approvals</li><li>Payment processing</li><li>Portfolio visibility</li></ul><h3 id="commercial-mortgage-lenders"><strong>Commercial Mortgage Lenders</strong></h3><p>Look for:</p><ul><li>Complex workflow support</li><li>Advanced reporting</li><li>Multi-party collaboration</li><li>Compliance management</li></ul><h3 id="lending-funds-1"><strong>Lending Funds</strong></h3><p>Essential capabilities include:</p><ul><li>Investor reporting</li><li>Portfolio management</li><li>Scalable servicing</li><li>Business intelligence dashboards<br/></li></ul><h1 id="mortgage-automation-software-evaluation-checklist"><strong>Mortgage Automation Software Evaluation Checklist</strong></h1><p>When looking for Mortgage Automation Software, draw up a list of crucial features needed for your business, including the following:</p><h3 id="workflow"><strong>Workflow</strong></h3><p>☐ End-to-end lifecycle management</p><p>☐ Custom workflows</p><p>☐ Automated task routing</p><h3 id="borrower-experience"><strong>Borrower Experience</strong></h3><p>☐ Borrower portal</p><p>☐ Broker portal</p><p>☐ Automated notifications</p><h3 id="document-management"><strong>Document Management</strong></h3><p>☐ Dynamic document generation</p><p>☐ eSignatures</p><p>☐ Centralized document storage</p><h3 id="payments-servicing"><strong>Payments &amp; Servicing</strong></h3><p>☐ ACH automation</p><p>☐ Escrow management</p><p>☐ Loan servicing</p><p>☐ Investor reporting</p><h3 id="security-compliance"><strong>Security &amp; Compliance</strong></h3><p>☐ Audit trails</p><p>☐ Role-based permissions</p><p>☐ Compliance automation</p><p>☐ Data security</p><h3 id="integrations"><strong>Integrations</strong></h3><p>☐ CRM integrations</p><p>☐ Accounting integrations</p><p>☐ Credit bureau connections</p><p>☐ Open APIs</p><h1 id="basic-los-vs-modern-mortgage-automation-platform"><strong>Basic LOS vs. Modern Mortgage Automation Platform</strong></h1><p>See the differences between a basic LOS and a modern mortgage automation platform.</p><!--kg-card-begin: html--><div class="tsr-table-wrap">
  <table class="tsr-table">
    <thead>
      <tr>
        <th>Capability</th>
        <th>Basic LOS</th>
        <th>Modern Mortgage Automation Platform</th>
      </tr>
    </thead>

    <tbody>
      <tr>
        <td>Loan Origination</td>
        <td>✓</td>
        <td>✓</td>
      </tr>

      <tr>
        <td>Loan Servicing</td>
        <td>Partial</td>
        <td>✓</td>
      </tr>

      <tr>
        <td>Workflow Automation</td>
        <td>Limited</td>
        <td>✓</td>
      </tr>

      <tr>
        <td>ACH Payments</td>
        <td>Partial</td>
        <td>✓</td>
      </tr>

      <tr>
        <td>Investor Reporting</td>
        <td>Limited</td>
        <td>✓</td>
      </tr>

      <tr>
        <td>Borrower Portal</td>
        <td>Optional</td>
        <td>✓</td>
      </tr>

      <tr>
        <td>Construction Lending</td>
        <td>Rare</td>
        <td>✓</td>
      </tr>

      <tr>
        <td>API Integrations</td>
        <td>Limited</td>
        <td>✓</td>
      </tr>
    </tbody>
  </table>
</div>

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</style><!--kg-card-end: html--><h1 id="selecting-top-mortgage-automation-software"><strong>Selecting Top Mortgage Automation Software</strong></h1><p>Choosing the right <strong>mortgage automation software</strong> is about far more than comparing feature lists. The best platform is one that aligns with your lending workflows, supports both loan origination and servicing, integrates with your existing technology stack, and can scale as your business grows.</p><p>As you evaluate potential solutions, prioritize platforms that bring together workflow automation, document management, payment processing, reporting, compliance, and servicing within a single operational ecosystem. By replacing disconnected systems with a unified platform, lenders can reduce manual work, improve borrower experiences, strengthen operational efficiency, and build a foundation for long-term growth.</p><p>In today's competitive lending environment, investing in a modern <strong>mortgage automation platform</strong> is not simply a technology upgrade but a strategic decision that can improve productivity, support regulatory compliance, and position your organization for sustainable success.</p>]]></content:encoded></item><item><title><![CDATA[How to Choose a Raw Spread Forex Broker]]></title><description><![CDATA[Learn how to choose a raw spread forex broker by comparing spreads, commissions, execution speed, platforms, risk tools, and withdrawals.]]></description><link>https://thinksaveretire.com/how-to-choose-a-raw-spread-forex-broker</link><guid isPermaLink="false">Ghost__Post__6a7f447f8478e50001eb1088</guid><dc:creator><![CDATA[James Fletcher]]></dc:creator><pubDate>Fri, 14 Aug 2026 16:42:37 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/How-to-Choose-a-Raw-Spread-Forex-Broker.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/How-to-Choose-a-Raw-Spread-Forex-Broker.jpeg" alt="How to Choose a Raw Spread Forex Broker"/><p><em><strong>Disclaimer: </strong>This article is for general informational purposes only and does not constitute financial, investment, trading, legal, tax, or professional advice. Always review a broker’s terms carefully and consider speaking with a qualified financial professional before trading.</em></p><p>A raw spread account can sound like a trader’s dream: tighter pricing, clearer market costs, and less markup. For many traders, that setup feels cleaner because the cost sits closer to the actual market spread. Still, “raw” doesn’t mean free, and the fine print can matter more than the big number on the homepage.</p><p>Still, the broker behind the account matters more than the catchy label. A </p><p><a href="https://www.iux.com/en">raw spread forex broker</a> should offer low spreads, fair commissions, fast execution, clear terms, and a platform that doesn’t make trading feel harder than it already is.</p><h2 id="start-with-the-full-cost">Start With the Full Cost</h2><p>Raw spreads can look tiny on the surface. You may see 0.0 pips on major pairs and think you’ve found the deal of the year. Slow down a bit.</p><p>Most raw spread accounts charge commissions. That’s normal. What matters is the total cost per trade. Check the spread plus commission together. Then compare that total across the pairs you actually trade.</p><p>EUR/USD pricing won’t tell you everything. Look at GBP/USD, USD/JPY, gold, indices, or any market you use often. A broker may look cheap on one pair but less attractive elsewhere.</p><h2 id="watch-execution-speed">Watch Execution Speed</h2><p>Low spreads don’t help much if your orders fill late. Forex prices can move fast, especially during news, market opens, or heavy volume periods. If your broker shows tight spreads but gives you poor fills, rejected orders, or regular slippage, the “cheap” account may cost more than expected.</p><p>Some slippage happens. That’s trading, not magic. But constant execution problems should make you pause. A good broker helps you enter, exit, and manage trades without making every click feel like a coin toss.</p><h2 id="check-market-conditions-during-busy-hours">Check Market Conditions During Busy Hours</h2><p>Don’t judge a broker from calm market hours alone. Spreads can widen during major news, low liquidity, or rollover periods. That’s why you should test pricing at different times. Look at rollover if you hold trades overnight.</p><p>This gives you a better picture of how the broker behaves in real trading conditions. Pretty numbers on a calm Tuesday afternoon don’t always tell the full story.</p><h2 id="review-the-commission-structure">Review the Commission Structure</h2><p>Raw spread accounts usually pair tight spreads with a fixed commission. That can work well for active traders, but only if the math makes sense.</p><p>Check whether the commission applies per side or round turn. Look at the account currency too. Small details can change your final cost.</p><p>Also, make sure the broker explains fees clearly. You shouldn’t need a calculator, three tabs, and a snack break just to understand what one trade costs.</p><h2 id="test-the-trading-platform">Test the Trading Platform</h2><p>A strong broker should give you a platform that feels clean, fast, and practical.</p><p>You need charts that load quickly, order tickets that make sense, clear position tracking, simple stop-loss placement, and quick access to account details. If the platform feels clumsy during a demo test, it probably won’t feel better with real money on the line.</p><p>Good tools don’t make you a better trader by themselves. They remove friction so you can focus on decisions.</p><h2 id="look-at-risk-controls">Look at Risk Controls</h2><p>Raw spreads attract active traders, but speed can work against you if risk tools feel weak. Look for stop-loss orders, take-profit orders, margin alerts, real-time balance updates, price alerts, and clear trade history. </p><p>You should know your exposure before you place a trade, not after your stomach drops. Risk management needs to feel simple. If a broker hides key account details, move on.</p><h2 id="check-funding-and-withdrawals">Check Funding and Withdrawals</h2><p>Deposits are often easy, and <a href="https://www.investopedia.com/terms/w/withdrawal.asp">withdrawals</a> reveal more. Before you fund an account, review payment methods, processing times, possible fees, verification rules, and minimum withdrawal limits. </p><p>Clear terms matter because your money should never feel stuck behind vague answers. A broker that explains withdrawals clearly earns more trust than one that only talks about deposits.</p><h2 id="try-customer-support-early">Try Customer Support Early</h2><p>Don’t wait for a problem to test support. Ask a direct question about spreads, commissions, execution, or withdrawals. See how fast the team replies. </p><p>More importantly, see whether the answer actually helps. Good support won’t save a bad trade. Still, it can save you from a long, annoying account issue.</p><h2 id="final-thoughts">Final Thoughts</h2><p>Choosing a raw spread forex broker comes down to real value, not just the lowest number on a spread table. Compare total costs, execution quality, platform tools, funding rules, support, and live market behavior.</p><p>The right broker should help you trade with clarity. Tight spreads matter, but trust, speed, and clean pricing matter just as much.</p>]]></content:encoded></item><item><title><![CDATA[Rethinking Home Equity on the Path to Financial Independence]]></title><description><![CDATA[Learn how strategic home equity management can support financial independence while reducing debt, improving liquidity, and building wealth.]]></description><link>https://thinksaveretire.com/rethinking-home-equity-on-the-path-to-financial-independence</link><guid isPermaLink="false">Ghost__Post__6a7e18a78478e50001eb1073</guid><dc:creator><![CDATA[James Fletcher]]></dc:creator><pubDate>Thu, 13 Aug 2026 19:46:27 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Rethinking-Home-Equity-on-the-Path-to-Financial-Independence.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Rethinking-Home-Equity-on-the-Path-to-Financial-Independence.jpeg" alt="Rethinking Home Equity on the Path to Financial Independence"/><p><em><strong>Disclaimer:</strong> This article is for informational purposes only, not financial, tax, legal, or mortgage advice. Home equity borrowing carries risks, including potential loss of your home. Consider your circumstances and consult a qualified professional before making financial decisions.</em></p><p>If you’re anywhere near the FIRE (Financial Independence, Retire Early) community or just obsessed with <a href="https://thinksaveretire.com/tips-for-managing-money/">optimizing your money</a>, you know the core golden rules: cut unnecessary expenses, destroy high-interest debt, and pour as much as possible into income-generating assets.</p><p>For years, the standard advice around homeownership was pretty rigid: pay off your 30-year mortgage as fast as possible and treat your home as a giant, untouchable piggy bank.</p><p>But as financial markets evolve, a lot of savvy investors are realizing that keeping hundreds of thousands of dollars locked up inside drywall isn't always the most efficient play. Real estate equity is completely illiquid until you sell or borrow against it. Learning how to strategically manage that built-in wealth—without taking on reckless risk—can actually accelerate your timeline to financial freedom.</p><h2 id="the-problem-with-dead-equity">The Problem with “Dead” Equity</h2><p>Having a ton of equity in your home looks great on a net worth spreadsheet, but it doesn't pay for your groceries or cover an unexpected medical bill. Equity just sits there, earning zero compounding return on its own outside of general market appreciation.</p><p>If a major expense hits or a temporary income gap happens, having all your wealth trapped in your house leaves you in a weird spot: you’re "house rich" but cash poor.</p><p>To cover those moments, a lot of people make the mistake of draining their high-yield savings accounts or, even worse, selling off index funds at a bad time. Finding ways to access low-cost liquidity without destroying your compounding investment portfolio is key to staying on track.</p><h2 id="refinancing-your-debt-strategy">Refinancing Your Debt Strategy</h2><p>High-interest consumer debt is the ultimate enemy of early retirement. Carrying balances on credit cards or high-rate personal loans burns through your monthly cash flow, leaving almost nothing left over to throw into your brokerage accounts.</p><p>Consolidating high-cost liabilities using your home’s built-in equity is one of the fastest ways to lower your monthly burn rate. Because equity-backed credit uses your house as collateral, the interest rates are significantly lower than what you’ll pay on unsecured consumer credit.</p><p>When you swap out a 20% interest rate on a credit card for a low variable rate backed by your property, you instantly slash your monthly carrying costs. Every dollar you save on interest payments goes straight back into your savings rate, speeding up your journey to financial independence.</p><h2 id="flexible-credit-as-an-invisible-safety-net">Flexible Credit as an Invisible Safety Net</h2><p>Traditional FIRE wisdom says you need a massive cash buffer in a savings account. While having liquid cash is essential, keeping too much money in cash means inflation quietly chips away at your purchasing power year after year.</p><p>This is where revolving credit options fit into a lean financial setup. Instead of taking out a massive, rigid lump-sum loan, having access to a flexible standby credit line lets you draw funds only when you actually need them.</p><p>If you want a low-cost backup option that sits quietly in the background without charging you annual fees, looking into a <a href="https://www.sofi.com/home-loans/heloc/">HELOC</a> gives you a flexible draw period where you only pay interest on what you use. It acts as an invisible safety net, allowing you to keep a leaner cash emergency fund and leave more of your money working hard in the market.</p><h2 id="high-return-renovations-vs-lifestyle-creep">High-Return Renovations vs. Lifestyle Creep</h2><p>Using home equity to fund physical upgrades can be a smart move, but only if you approach it with an investor mindset. Spending six figures on luxury finishes that won't add real value to your home is just lifestyle creep in disguise.</p><p>However, using low-cost credit to fund structural improvements that actively boost your property’s appraisal value or generate rental income (like building an ADU or a home studio) is a completely different story.</p><p>Before tapping into your home’s value for a project, run the simple math:</p><ul><li><strong>Will this project directly increase my home's equity or cash flow?</strong></li><li><strong>Is the cost of capital lower than the expected return or value add?</strong></li><li><strong>Can my baseline budget easily absorb the monthly payments during the repayment period?</strong></li></ul><p>Keeping your renovations focused on real return on investment protects your balance sheet from unnecessary drag.</p><h2 id="protecting-your-long-term-compounding">Protecting Your Long-Term Compounding</h2><p>The biggest mistake people make on the path to financial independence is pulling money out of their investment accounts during market downturns just to cover short-term cash needs. Every time you liquidate stocks during a dip, you lock in losses and ruin your long-term compounding magic.</p><p>Having access to low-cost equity credit gives you an alternative runway. When the market drops, you can leave your stock portfolio completely untouched, let it recover naturally, and use your credit line to handle short-term needs.</p><p>It’s all about maintaining control over when and how you liquidate your assets, rather than being forced into bad selling decisions by short-term financial pressure.</p><h2 id="balancing-math-with-peace-of-mind">Balancing Math with Peace of Mind</h2><p>At the end of the day, financial independence isn't just a math problem—it’s about sleeping well at night. Borrowing against your primary residence demands strict discipline, realistic budgeting, and a healthy respect for risk.</p><p>Never over-leverage your property just because the credit line is available. Keep your borrow ratio conservative, make sure your income easily covers potential rate shifts, and always have a clear payoff strategy in place.</p><p>Treating your home equity as a strategic tool rather than a piggy bank is what separates emotional spending from true wealth building.</p><h3 id="conclusion">Conclusion</h3><p>Reaching financial independence is all about making intentional choices with every asset you own. By turning static home equity into a flexible financial tool, you can eliminate high-interest debt, protect your liquid investments, and navigate life’s surprises with total confidence. Take the time to run your own numbers, compare your options, and build a lean, resilient financial setup that gets you to your goals faster.</p>]]></content:encoded></item><item><title><![CDATA[A Homeowner's Guide to Choosing a HELOC Lender in Pennsylvania]]></title><description><![CDATA[Compare HELOC lenders in Pennsylvania and learn how to evaluate rates, fees, credit limits, repayment terms, and lender features.]]></description><link>https://thinksaveretire.com/guide-to-choosing-a-heloc-lender-in-pennsylvania</link><guid isPermaLink="false">Ghost__Post__6a79f76c8478e50001eb100a</guid><dc:creator><![CDATA[Alexandra Harper]]></dc:creator><pubDate>Mon, 10 Aug 2026 16:11:46 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Choosing-a-HELOC-Lender-in-Pennsylvania.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Choosing-a-HELOC-Lender-in-Pennsylvania.jpeg" alt="A Homeowner's Guide to Choosing a HELOC Lender in Pennsylvania"/><p><em><strong>Disclaimer: </strong>This article is for general informational purposes only and does not constitute financial, mortgage, lending, legal, tax, or professional advice. Because a HELOC is secured by your home, review all loan terms carefully and consider speaking with a qualified financial adviser, mortgage professional, or legal professional before borrowing.</em></p><p>Tapping into your home equity can provide access to funds without taking out a new mortgage. A home equity line of credit (HELOC) works a little like a revolving credit line, so you can borrow as needed up to an approved limit. However, rates, fees, repayment terms and eligibility can vary considerably between lenders. Here’s what you need to know about a HELOC and how to find one that fits your finances.</p><h2 id="what-is-a-heloc"><strong>What Is a HELOC?</strong></h2><p>A HELOC allows you to borrow against the equity you have built in your home. You can generally draw money as needed during a set period, with interest charged on the amount you borrow rather than the entire credit limit.<br/></p><p>Your available equity is one of the factors lenders consider when deciding how much credit to extend. They may use a combined loan-to-value (CLTV) ratio, which compares the <a href="https://selling-guide.fanniemae.com/sel/b2-1.2-03/home-equity-combined-loan-value-hcltv-ratios">total balance of loans secured</a> by your home, including your primary mortgage and any additional mortgages, with the property's current market worth.<br/></p><p>Unlike a home equity loan, which typically provides a lump sum, a HELOC offers more flexibility for expenses that may happen over time, such as renovations or other major costs. However, your house secures the line of credit, so understanding the repayment terms is important.</p><h2 id="how-to-choose-a-heloc-lender-in-pennsylvania"><strong>How to Choose a HELOC Lender in Pennsylvania</strong></h2><p>Before comparing individual lenders, look at the details that can affect the overall cost and flexibility of a HELOC.</p><h3 id="compare-rates-and-rate-structures"><strong>Compare Rates and Rate Structures</strong></h3><p>Look outside of the advertised starting APR. Many HELOCs have variable rates, meaning your payments can change as market rates move. Check how yours is calculated and how often it can be adjusted.</p><h3 id="check-fees-and-closing-costs"><strong>Check Fees and Closing Costs</strong></h3><p>Application, origination, annual, appraisal and other fees can affect the cost of borrowing. A lender with a lower advertised rate may not necessarily have the lowest overall cost.</p><h3 id="review-credit-limits-and-repayment-terms"><strong>Review Credit Limits and Repayment Terms</strong></h3><p>Consider how much you can borrow, how long you can draw funds and what happens once the draw period ends. A larger credit line isn't automatically better, either. Millennials have an average HELOC limit of <a href="https://www.experian.com/blogs/ask-experian/research/home-equity-line-of-credit-study/">$114,500 but use 53% of it</a>, compared with 33% utilization among baby boomers. The right limit depends on how much you actually need and can comfortably repay.</p><h3 id="consider-eligibility-and-convenience"><strong>Consider Eligibility and Convenience</strong></h3><p>Lenders can have different requirements for credit, income, home equity and debt-to-income ratios. You should also consider branch locations, online applications and digital account management, particularly if you prefer handling finances remotely.</p><h2 id="which-lenders-offer-helocs-in-pennsylvania"><strong>Which Lenders Offer HELOCs in Pennsylvania?</strong></h2><p>If you’re looking for the best fit for your needs, here are some of the best HELOC lenders in Pennsylvania.</p><h3 id="1-members-1st-federal-credit-union-best-in-harrisburg"><strong>1. Members 1st Federal Credit Union: Best in Harrisburg</strong></h3><p><a href="https://www.members1st.org/?utm_source=thinksaveretire&amp;utm_medium=partnerships&amp;utm_campaign=em-geo&amp;utm_term=which-local-lenders-in-the-Harrisburg-area-offer-home-equity-lines-of-credit">Members 1st Federal Credit Union</a> is one of the best HELOC lenders in the Harrisburg area, offering up to 100% of available equity on qualifying primary residences. Its 10-year draw period lets you access funds as needed, with interest-only minimum payments during this time.</p><h4 id="key-features"><strong>Key Features</strong></h4><ul><li>Principal repayment begins after the draw period</li><li>Funds can be borrowed, repaid and borrowed again</li><li>Option to lock portions of your balance</li></ul><h3 id="2-fidelity-bank-best-in-scranton"><strong>2. Fidelity Bank: Best in Scranton</strong></h3><p><a href="https://www.bankatfidelity.com/">Fidelity Bank</a> serves homeowners in Scranton, Wilkes-Barre and the Lehigh Valley. Its HELOC combines a 10-year draw period with the option to convert some or all of your borrowed balance to a fixed interest rate.</p><h4 id="key-features-1"><strong>Key Features</strong></h4><ul><li>Fixed-rate conversion can last up to 20 years</li><li>Multiple repayment options</li><li>Funds can be used for varied personal expenses</li></ul><h3 id="3-pnc-bank-best-in-pittsburgh"><strong>3. PNC Bank: Best in Pittsburgh</strong></h3><p><a href="https://www.pnc.com/">PNC</a>’s Choice HELOC lets you choose between variable and fixed rates and switch qualifying balances between the two during the draw period. You can also complete the initial application online and track its progress digitally.</p><h4 id="key-features-2"><strong>Key Features</strong></h4><ul><li>Fixed-rate locks can apply to part or all of a balance</li><li>Rate can be unlocked during the draw period</li><li>Online application and document upload</li></ul><h3 id="4-philadelphia-federal-credit-union-best-in-philadelphia"><strong>4. Philadelphia Federal Credit Union: Best in Philadelphia</strong></h3><p><a href="https://www.pfcu.com/">Philadelphia Federal Credit Union</a> (PFCU) offers a revolving HELOC that allows you to access funds repeatedly as you repay the balance. You can manage the line through checks, online and mobile banking or PFCU locations.</p><h4 id="key-features-3"><strong>Key Features</strong></h4><ul><li>Introductory fixed rate followed by a variable rate</li><li>Available for properties in multiple states</li><li>Credit can replenish as the principal is paid</li></ul><h3 id="5-lehigh-valley-educators-credit-union-best-in-allentown"><strong>5. Lehigh Valley Educators Credit Union: Best in Allentown</strong></h3><p><a href="https://www.lvecu.org/">Lehigh Valley Educators Credit Union</a> provides HELOCs for qualifying residential properties in Pennsylvania. You can borrow repeatedly without submitting a new application, while repaying only the amount you have drawn.</p><h4 id="key-features-4"><strong>Key Features</strong></h4><ul><li>Up to 85% of the property value</li><li>Available for owner-occupied and second homes</li><li>Less Stress Debt Protection available</li></ul><h2 id="criteria-for-the-best-heloc-lenders-in-pennsylvania"><strong>Criteria for the Best HELOC Lenders in Pennsylvania</strong></h2><p>The best lenders on this list were evaluated based on their availability, HELOC flexibility, repayment options, fees, accessibility and useful features for Pennsylvania homeowners.</p><h2 id="frequently-asked-questions"><strong>Frequently Asked Questions</strong></h2><p>Getting a HELOC is a major decision because you use your home as collateral. Below are some commonly asked questions to help you make more informed choices.</p><h3 id="what-should-homeowners-compare-when-choosing-a-heloc-lender"><strong>What should homeowners compare when choosing a HELOC lender?</strong></h3><p>Start with the interest rate and how it can change, then compare fees, credit limits, draw and repayment periods, eligibility requirements and account-management options.</p><h3 id="what-documents-do-you-need-to-apply-for-a-heloc"><strong>What documents do you need to apply for a HELOC?</strong></h3><p>Lenders commonly ask for proof of income, mortgage information, homeowners insurance details and information about your property’s value. Requirements can vary, so it’s helpful to review the lender’s application checklist before applying.</p><h3 id="is-a-heloc-the-same-as-a-home-equity-loan"><strong>Is a HELOC the same as a home equity loan?</strong></h3><p>No. A HELOC generally provides a revolving credit line that can be drawn as needed, while a home equity loan typically provides a lump sum with a set repayment structure.</p><h2 id="let-your-equity-do-some-heavy-lifting"><strong>Let Your Equity Do Some Heavy Lifting</strong></h2><p>The right lender depends on more than a headline rate. Comparing fees, rate structures, borrowing limits, repayment terms and accessibility can help Pennsylvania homeowners find an option that suits their finances.</p>]]></content:encoded></item><item><title><![CDATA[What to Do If You Receive an IRS Tax Debt Notice]]></title><description><![CDATA[Learn what to do after receiving an IRS tax debt notice, including how to verify the amount, respond on time, and review payment options.]]></description><link>https://thinksaveretire.com/what-to-do-if-you-receive-an-irs-tax-debt-notice</link><guid isPermaLink="false">Ghost__Post__6a764c0b8478e50001eb0fec</guid><dc:creator><![CDATA[Alexandra Harper]]></dc:creator><pubDate>Fri, 07 Aug 2026 21:33:56 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/What-to-Do-If-You-Receive-an-IRS-Tax-Debt-Notice.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/What-to-Do-If-You-Receive-an-IRS-Tax-Debt-Notice.jpeg" alt="What to Do If You Receive an IRS Tax Debt Notice"/><p><em><strong>Disclaimer:</strong> This article is for general informational purposes only and does not constitute tax, legal, financial, or professional advice. IRS notices, deadlines, appeal rights, collection actions, penalties, and resolution options can vary by taxpayer situation and notice type. Always review official IRS communications carefully and consider speaking with a qualified tax professional or attorney before responding to an IRS notice or making tax debt decisions.</em></p><p>An IRS notice in the mailbox triggers a very specific kind of dread and then, for many people, a period of avoidance that makes the situation considerably worse. The IRS sends notices for a wide range of reasons, and not all of them are emergencies. But some are. The ones that require a response have deadlines that, once missed, close options that are otherwise available. Reading the notice carefully, understanding what it’s actually asking, and acting within the required window is the first and most important step in managing any IRS tax debt situation.</p><p>The steps below apply regardless of which state you’re in—IRS federal tax debt operates under uniform federal procedures nationwide. If you’re looking for jurisdiction-specific guidance, you can<a href="https://www.jdavidtaxlaw.com/new-york-tax-attorney/"> click here for debt relief info by a New York tax attorney</a> as one example of how local representation applies federal tax resolution strategies to a specific market.</p><h2 id="read-the-notice-and-identify-what-it-s-asking">Read the Notice and Identify What It’s Asking</h2><p>Every IRS notice includes a notice number in the upper right corner.</p><ul><li>A CP14 is a balance-due notice.</li><li><a href="https://www.findlaw.com/tax/tax-problems-audits/received-an-irs-cp2000-notice-heres-what-to-do-next.html">A CP2000</a> is a proposed adjustment based on information the IRS received from third parties.</li><li>A Letter 1058 or LT11 is a Final Notice of Intent to Levy, requiring immediate attention.</li></ul><p>Identifying the notice type tells you the urgency level, the response deadline, and what the IRS is asking you to do. The notice also includes a phone number, the amount it believes is owed, and the basis for that determination.</p><h2 id="don-t-ignore-it-but-don-t-panic-either">Don’t Ignore It But Don’t Panic Either</h2><p>Some notices are informational. Some require a response within 30 days. Some are early-stage balance-due notices that give you months before enforcement becomes a real possibility.</p><p>The key is knowing which type you’re dealing with rather than assuming the worst or, more dangerously, assuming it can wait. Ignoring a notice does not make the liability disappear. It triggers the next notice in the escalation sequence, which is always less favorable. Responding preserves options. Not responding eliminates them.</p><h2 id="verify-whether-the-amount-is-actually-correct">Verify Whether the Amount Is Actually Correct</h2><p>The IRS is not infallible. CP2000 notices—which propose additional tax based on income reported by employers, banks, or investment platforms—are frequently wrong. The IRS may have received duplicate information, misapplied a payment, or failed to account for deductions the taxpayer claimed.</p><p>Before agreeing to any balance, compare the notice against your filed return and supporting records. If the IRS’s calculation appears to be based on incomplete or incorrect information, that discrepancy is the basis for a written response. Paying a balance you don’t actually owe isn’t required, and corrections can be made—but only if you respond.</p><h2 id="understand-the-resolution-options-available-to-you">Understand the Resolution Options Available to You</h2><p>If the balance is correct and you can’t pay it in full, several paths are available. An installment agreement lets you pay over time; the IRS has streamlined programs for balances under $50,000 that don’t require a financial disclosure to qualify.</p><ul><li>An <strong>Offer in Compromise</strong> settles the debt for less than the full amount if you qualify based on income, expenses, and asset equity.</li><li><strong>Currently Not Collectible</strong> status pauses collection if you genuinely cannot pay without jeopardizing basic living expenses.</li><li><strong>First-time penalty abatement</strong> can reduce the penalty portion if you have a clean prior compliance history.</li></ul><p>Each option has specific eligibility requirements, and some are mutually exclusive, so understanding which fits your situation before acting matters.</p><h2 id="know-when-to-bring-in-professional-help">Know When to Bring in Professional Help</h2><p>Simple balance-due notices with straightforward amounts can sometimes be handled directly—by setting up a payment plan through the IRS website, for example. But the moment a notice involves an audit, a proposed assessment you believe is wrong, a levy or lien, a criminal investigation indicator, or a complex determination about which resolution program applies to your situation, professional representation changes the outcome in ways that are difficult to replicate without it.</p><p>A tax attorney can respond on your behalf, protect your rights, and negotiate terms that a taxpayer working alone rarely achieves.</p><h2 id="the-notice-is-the-beginning-of-the-process-not-the-end">The Notice Is the Beginning of the Process, Not the End</h2><p>An IRS tax debt notice is not a final judgment. It’s a communication that something needs to be addressed, and the earlier it gets addressed, the more options remain available. Penalties stop accruing when the debt is resolved. Appeal rights are preserved when responses are timely filed. Collection actions are avoided when the taxpayer engages before enforcement begins. The notice sitting on the counter is a solvable problem—but only if it’s acted on.</p>]]></content:encoded></item><item><title><![CDATA[Understanding Different Types of Investments and How They Work]]></title><description><![CDATA[Learn how different types of investments work, including stocks, bonds, real estate, funds, and alternative investments.]]></description><link>https://thinksaveretire.com/understanding-different-types-of-investments-and-how-they-work</link><guid isPermaLink="false">Ghost__Post__6a73a3ea8478e50001eb0fc1</guid><dc:creator><![CDATA[James Fletcher]]></dc:creator><pubDate>Wed, 05 Aug 2026 21:02:33 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Different-Types-of-Investments-and-How-They-Work.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/Different-Types-of-Investments-and-How-They-Work.jpeg" alt="Understanding Different Types of Investments and How They Work"/><p><em><strong>Disclaimer: </strong>This article is for general informational and educational purposes only and does not constitute financial, investment, tax, legal, or professional advice. All investments carry risk, including possible loss of principal. Consider speaking with a qualified financial adviser before making investment decisions.</em></p><p>Investing is often viewed as something reserved for experienced professionals or people with significant amounts of money. In reality, investing is a financial tool that many people use to work toward long-term goals, whether that means preparing for retirement, building wealth, or creating additional sources of income. The challenge is understanding where to start and how different investment options actually work.</p><p>Every investment comes with its own level of risk, potential return, and time commitment. Some options are designed for growth, while others focus more on stability or generating income. Learning the differences between these choices can help investors make more informed decisions and create strategies that match their financial goals.</p><h2 id="what-is-an-investment-and-how-does-it-work"><strong>What Is an Investment and How Does It Work?</strong></h2><p>An investment involves putting money into an asset or opportunity with the expectation that it will provide value in the future. That value may come from growth in the asset’s price, regular income payments, or a combination of both.</p><p>The basic idea behind investing is that money can potentially grow over time instead of simply sitting unused. However, higher potential returns often come with greater uncertainty. Understanding the relationship between risk and reward is one of the most important concepts for anyone beginning their investment journey.</p><p>Investors typically consider several factors before choosing where to put their money. These include how quickly they may need access to their funds, how comfortable they are with market changes, and what financial goals they hope to achieve. Someone saving for a goal decades away may approach investing differently from someone who needs their money within a few years.</p><h2 id="stocks-investing-in-company-growth"><strong>Stocks: Investing in Company Growth</strong></h2><p>Stocks are one of the most widely recognized types of investments. When someone purchases shares of a company, they are buying a small ownership stake in that business. If the company performs well and increases in value, shareholders may benefit from rising stock prices.</p><p>Some companies also provide dividend payments, which allow investors to receive a portion of the company’s earnings. This can create an additional source of income alongside potential price growth.</p><p>Stocks are often associated with higher growth opportunities, but they can also experience significant price changes. Market conditions, economic events, and company performance can all influence stock values. Because of this, many investors focus on long-term strategies rather than reacting to short-term market movements.</p><p>For individuals researching different ways to participate in the stock market, working with an <a href="https://www.sofi.com/invest/"><strong>online trading broker</strong></a> can provide access to investment platforms and tools that make managing investments more convenient. However, understanding the basics of stocks and having a clear strategy remain essential parts of the process.</p><h2 id="bonds-a-more-predictable-investment-option"><strong>Bonds: A More Predictable Investment Option</strong></h2><p>Bonds work differently from stocks because investors are essentially lending money to an organization. In exchange, the organization agrees to repay the borrowed amount over time while providing interest payments.</p><p>Bonds are often considered a more stable investment option because they usually provide more predictable returns compared to stocks. They are commonly used by investors who want to add balance to their portfolios or reduce exposure to market fluctuations.</p><p>However, bonds are not completely risk-free. Factors such as changes in interest rates, inflation, and the financial strength of the organization issuing the bond can affect their performance. Like any investment, bonds require research and consideration before making a decision.</p><h2 id="real-estate-investing-in-physical-assets"><strong>Real Estate: Investing in Physical Assets</strong></h2><p>Real estate is another popular investment category because it involves owning a physical asset. Many investors choose real estate because properties can generate income through rent while also potentially increasing in value over time.</p><p>There are different ways to invest in real estate. Some people<strong> </strong><a href="https://www.veteransunited.com/lp/propgroup/?addate=12-12-24&amp;src=adw&amp;adg=199618135178&amp;cmp=forsale&amp;desc=budget5&amp;matchtype=p&amp;adid=725223761499&amp;targetid=kwd-22882511&amp;label=&amp;campaignid=24053673351&amp;extid=&amp;gad_source=1&amp;gad_campaignid=24053673351&amp;gbraid=0AAAAAD08TZRntPMML68mcEKqg4SSZYUzx&amp;gclid=CjwKCAjw7KvTBhA6EiwAWnutYUncnbGtfl2AEGkL5F3LIFfbFAOkVW7EVBZ8OFsv7YTiAzWQtj2gAxoC6cUQAvD_BwE"><strong>purchase properties</strong></a> directly, while others invest through funds or other real estate-related opportunities. Each approach comes with different responsibilities and risks.</p><p>While real estate can provide attractive benefits, it also requires careful planning. Property maintenance, market conditions, taxes, and limited liquidity are important factors to consider. Unlike some financial investments that can be bought or sold quickly, real estate transactions often require more time and preparation.</p><h2 id="funds-and-building-a-diversified-portfolio"><strong>Funds and Building a Diversified Portfolio</strong></h2><p>Investment funds allow individuals to invest in a collection of assets instead of selecting each investment separately. This approach can make it easier to create a diversified portfolio that spreads exposure across different companies, industries, or asset types.</p><p>Diversification is an important investment principle because it can help reduce the impact of poor performance from a single investment. If one area of a portfolio experiences challenges, other investments may help balance the overall result.</p><p>However, diversification does not remove all risks. Investors still need to understand what assets a fund contains and whether those investments align with their goals. A well-designed portfolio should reflect an individual’s financial situation and comfort with risk.</p><h2 id="alternative-investments-and-additional-opportunities"><strong>Alternative Investments and Additional Opportunities</strong></h2><p>Beyond traditional investments like stocks, bonds, and real estate, some investors explore alternative options. These may include commodities, collectibles, private investments, and other specialized assets.</p><p>Alternative investments can provide opportunities that are not always connected to traditional markets. However, they may also involve additional complexity, limited access, or higher levels of risk. Because of this, they are often considered carefully as part of a broader investment strategy.</p><p>The right choice depends on an investor’s knowledge, financial objectives, and willingness to understand the potential challenges involved.</p><h2 id="choosing-investments-based-on-your-financial-goals"><strong>Choosing Investments Based on Your Financial Goals</strong></h2><p>There is no universal investment strategy that works for everyone. The best approach depends on personal goals, available resources, timeline, and risk tolerance.</p><p>Before investing, individuals should consider what they want their money to accomplish. Are they trying to build long-term wealth? Generate additional income? Protect existing savings? These questions can help guide better decisions.</p><p>Successful investing is usually based on consistency and preparation rather than trying to predict every market movement. Taking time to learn how different investments work can make the process less overwhelming and more intentional.</p><h2 id="avoiding-common-investment-mistakes"><strong>Avoiding Common Investment Mistakes</strong></h2><p>Many investment mistakes happen when decisions are made without a clear plan. Some investors focus too heavily on short-term gains, while others invest without understanding the risks involved.</p><p>Another common mistake is failing to review an investment strategy over time. Financial goals can change, and portfolios may need adjustments as circumstances evolve.</p><p>Building investment knowledge, maintaining realistic expectations, and staying focused on long-term objectives can help investors avoid unnecessary decisions driven by emotion.</p><h2 id="building-confidence-through-investment-knowledge"><strong>Building Confidence Through Investment Knowledge</strong></h2><p>Understanding different types of investments is an important step toward making informed financial choices. Stocks, bonds, real estate, funds, and alternative investments each have unique characteristics and can serve different purposes.</p><p>The most effective investment approach is one that matches personal goals and financial circumstances. With research, patience, and a clear strategy, investors can make decisions that support their future plans and build greater financial confidence over time.</p>]]></content:encoded></item><item><title><![CDATA[AI Side Hustles for Beginners: 8 Real Ways to Start in 2026]]></title><description><![CDATA[Learn 8 realistic AI side hustles for beginners in 2026, including data annotation, writing, resume services, chatbots, and digital products.]]></description><link>https://thinksaveretire.com/ai-side-hustles-for-beginners</link><guid isPermaLink="false">Ghost__Post__6a7378dc8478e50001eb0f85</guid><category><![CDATA[make money]]></category><dc:creator><![CDATA[Vanessa Zimin]]></dc:creator><pubDate>Wed, 05 Aug 2026 20:24:57 GMT</pubDate><media:content url="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/AI-Side-Hustles-for-Beginners.jpeg" medium="image"/><content:encoded><![CDATA[<img src="https://s3-us-west-2.amazonaws.com/thinksaveretire.com/content/images/2026/08/AI-Side-Hustles-for-Beginners.jpeg" alt="AI Side Hustles for Beginners: 8 Real Ways to Start in 2026"/><p><em><strong>Disclaimer:</strong> This article is for general informational and educational purposes only and does not constitute financial, business, employment, tax, or legal advice. No income is guaranteed, and readers should carefully research any platform, client, course, or paid tool before signing up or spending money.</em></p><p>The most realistic AI side hustles for beginners are the ones that pay you to deliver a result, not the ones that promise passive riches. AI data annotation ($15 to $25 per hour), AI-assisted freelance writing or editing, and simple AI service work (chatbot setup, social content) pay the fastest, often within one to eight weeks. Content plays like faceless YouTube or digital products can pay more but usually take six months or longer. None of them are "press a button and get rich," and no coding is required for most.</p><p>If you have searched "AI side hustles," you have already seen the wall of posts promising $10,000 a month with a single prompt. This is not one of those. Below are eight AI side hustles a complete beginner can actually start, with honest earnings, the real tools involved, and how long each one takes to pay. The goal is a clear-eyed starting point, not hype.</p><h2 id="the-one-truth-that-separates-real-ai-income-from-hype">The One Truth That Separates Real AI Income From Hype</h2><p>Before the list, understand the single idea that determines whether you <a href="https://thinksaveretire.com/extra-money/"><strong>make money</strong></a>: AI is leverage on a skill or a service, not a money button. The people earning consistently are not selling "AI." They are selling a finished result, a written article, a set of edited videos, a working chatbot, a cleaned-up transcript, that AI helped them produce faster. Clients and platforms pay for the outcome, not the tool.</p><p>That reframe kills most of the disappointment beginners run into. If you pick one useful service, use AI to deliver it faster, and put it in front of people who need it, you can earn. If you paste a prompt and wait for money, you will not. Every honest option below is built on that principle.</p><p>A quick note on how to read the earnings figures: they are ranges pulled from current 2026 platform data and worker reports, and they assume real, consistent effort. The low end is what most beginners actually see at the start. Treat the high end as a ceiling you work toward, not a starting salary.</p><h2 id="1-ai-data-annotation-and-model-training">1. AI Data Annotation and Model Training</h2><p><strong>Realistic earnings:</strong> $15 to $25 per hour for general tasks; $35 to $45+ for coding or STEM specialists</p><p><strong>Time to first payment:</strong> 1 to 3 weeks (after passing a qualification test)</p><p><strong>Best for:</strong> Strong writers, native English speakers, and anyone detail-oriented</p><p>This is the most beginner-friendly paid AI work available, because it requires no audience, no clients, and no upfront cost. Companies that build AI models pay contractors to rate AI responses, check whether AI-generated images look realistic, review code, and evaluate writing quality. This human feedback is how modern chatbots are trained. If you want something even lower-commitment to start earning today, our list of<a href="https://thinksaveretire.com/free-apps-that-pay-real-money-instantly/"> <strong>free apps that pay real money</strong></a> covers quicker, smaller-payout options.</p><p>The main legitimate platforms in 2026 are DataAnnotation, Outlier (operated by Scale AI), and Alignerr (powered by Labelbox). All three are real companies paying real contributors. General annotation and evaluation tasks cluster around $15 to $25 per hour, while coding and STEM tasks can reach $35 to $45 or more.</p><p>The honest catch: getting on is the hard part. Each platform has a qualification test, and passing depends heavily on your writing clarity and reasoning. Task availability also fluctuates; some weeks the queue is full, some weeks it goes quiet. The realistic version is "useful flexible income with some friction," not a dependable paycheck. Most experienced workers sign up for more than one platform and stack them to smooth out the gaps.</p><p><strong>Tools:</strong> A computer, strong written English, and an account on one or more of the platforms above.</p><h2 id="2-ai-assisted-freelance-writing-and-editing">2. AI-Assisted Freelance Writing and Editing</h2><p><strong>Realistic earnings:</strong> $500 to $3,000 per month with consistent client work</p><p><strong>Time to first payment:</strong> 1 to 4 weeks</p><p><strong>Best for:</strong> Anyone who can write clearly and edit for quality</p><p>AI writing tools draft fast but produce generic, sometimes inaccurate copy. That gap is the opportunity. Businesses do not want raw AI output; they want polished, accurate, human-checked content. As <a href="https://thinksaveretire.com/how-to-make-money-online-for-beginners/"><strong>a beginner</strong></a>, you use AI to draft blog posts, product descriptions, email sequences, or social captions, then edit them into something genuinely good and deliver a finished piece.</p><p>This pays faster than almost any other option here because a client pays you directly rather than waiting on ad revenue or a marketplace. Start on Upwork, Fiverr, or LinkedIn with one clear service ("SEO blog posts for SaaS companies," not "AI writing"), create two or three portfolio samples, and pitch.</p><p>The honest catch: pure AI-generated content is a race to the bottom, and clients can tell. Your value is the editing, the accuracy, and the judgment, so lead with that. The writers who earn treat AI as a first-draft engine, not a replacement for knowing what good looks like.</p><p><strong>Tools:</strong> ChatGPT or Claude for drafting, plus your own editing. Free tiers work to start.</p><h2 id="3-ai-social-media-and-content-services">3. AI Social Media and Content Services</h2><p><strong>Realistic earnings:</strong> $500 to $3,000 per month as you build clients</p><p><strong>Time to first payment:</strong> 2 to 6 weeks</p><p><strong>Best for:</strong> People comfortable with social platforms and consistent output</p><p>Small businesses know they need to post consistently, and most of them hate doing it. You can use AI to handle the heavy lifting, drafting captions, generating post ideas, planning a month of content, then package it as a simple monthly service (for example, "12 posts a month with captions and hashtags"). You are selling the business owner their time back.</p><p>The key, again, is selling an outcome, not a tool. Owners do not want prompts; they want a finished month of content they can approve and schedule. Niche down (realtors, dentists, local gyms) and you stand out fast, because service work is far less saturated than product hustles: every local business has specific problems.</p><p><strong>Tools:</strong> ChatGPT or Claude for ideation and drafting, Canva for visuals, and a scheduling tool.</p><h2 id="4-ai-resume-and-linkedin-writing">4. AI Resume and LinkedIn Writing</h2><p><strong>Realistic earnings:</strong> $50 to $200+ per project</p><p><strong>Time to first payment:</strong> 1 to 3 weeks</p><p><strong>Best for:</strong> Anyone with an eye for professional writing</p><p>Job seekers pay for help standing out, and AI makes resume and LinkedIn work fast to produce and easy to tailor. You use AI to draft and restructure, then apply human judgment to sharpen the positioning for a specific role. Because each project is quick, you can complete several a week once you have a steady flow of clients.</p><p>This is a strong entry point because the deliverable is small, the need is constant, and the value is obvious. Offer it on Fiverr, Upwork, or through local networking, and consider bundling resume plus LinkedIn plus a cover letter as a package to raise your per-client price.</p><p><strong>Tools:</strong> ChatGPT or Claude, plus a clean resume template.</p><h2 id="5-custom-ai-chatbot-and-workflow-setup">5. Custom AI Chatbot and Workflow Setup</h2><p><strong>Realistic earnings:</strong> Roughly $1,000 for early clients, scaling with experience</p><p><strong>Time to first payment:</strong> 2 to 8 weeks</p><p><strong>Best for:</strong> Organized people who like solving small business problems (no coding needed)</p><p>This is one of the most underrated beginner hustles because the barrier looks higher than it is. No-code tools let you build simple, focused chatbots and automations without writing code, a bot that drafts LinkedIn posts for a busy executive, summarizes meeting notes, or answers common customer questions. One documented example: a marketer with zero coding experience built simple custom bots for executives and reached her first $1,000 within months.</p><p>You are not building enterprise AI. You are solving one narrow, annoying problem for one type of customer, and charging for the time you save them. Because it requires a bit more setup than writing, competition is thinner, and rates are better.</p><p><strong>Tools:</strong> No-code builders like custom GPTs, plus drag-and-drop workflow platforms.</p><!--kg-card-begin: html--><style>
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<!--kg-card-end: html--><h2 id="6-ai-faceless-youtube-channel">6. AI Faceless YouTube Channel</h2><p><strong>Realistic earnings:</strong> $0 for months, then $500 to $2,000+ per month for channels that stick</p><p><strong>Time to first payment:</strong> 6 to 12 months (be honest with yourself about this)</p><p><strong>Best for:</strong> Patient people who treat it as a compounding project, not a quick flip</p><p>AI <a href="https://nichehacks.com/faceless-youtube-channel-ideas/"><strong>Faceless YouTube channels</strong></a> are amongst the most hyped AI side hustles and one of the slowest to pay, so it needs the most honesty. AI can handle the script (ChatGPT), the voiceover (ElevenLabs), and the visuals, so you never appear on camera. A workable starter tool stack runs roughly $60 to $90 a month. On the capture side, some creators are also using <strong><a href="https://www.sunglasshut.com/us/ai-glasses">video recording glasses</a></strong> to film natural, first-person footage hands-free, which is also a practical way to add authentic b-roll without setting up a camera or holding a phone.</p><p>Here is the reality most posts skip. YouTube monetization begins only after you hit 1,000 subscribers and 4,000 watch hours in 12 months (a lower 500-subscriber tier unlocks fan-funding features but not ad revenue). You can confirm the current thresholds on YouTube's official<a href="https://support.google.com/youtube/answer/72851"> <strong>Partner Program requirements</strong></a> page. Most well-run channels take 6 to 12 months to get there. Early payouts are typically $50 to $500 a month, scaling to $500 to $5,000 for channels that find their format, often after 12 to 18 months. Most people post for a few weeks, see little traffic, and quit.</p><p>One more honest warning specific to 2026: YouTube has been cracking down on what it calls "inauthentic" content, mass-produced, low-effort, or lazily AI-generated videos. Faceless does not mean effortless. Channels that paste raw AI output and upload it risk demonetization. The ones that earn add real research, a genuine point of view, and quality control on top of the AI.</p><p>If you start this, treat it as a long game. Higher-paying niches (personal finance, education, tech) have better ad rates, and niche-specific channels outperform generic ones. But do not count on it for income this year. It is a build-now, earn-later play.</p><p><strong>Tools:</strong> ChatGPT for scripts, ElevenLabs for voice, an AI or stock visual tool, and free editing software like CapCut.</p><h2 id="7-ai-digital-products-prompt-packs-templates-guides-">7. AI Digital Products (Prompt Packs, Templates, Guides)</h2><p><strong>Realistic earnings:</strong> $100 to $500 per month for beginners; occasionally more with a strong niche</p><p><strong>Time to first payment:</strong> 2 to 8 weeks</p><p><strong>Best for:</strong> People who understand a specific audience's problem well</p><p>You use AI to help create a simple digital product, a focused prompt pack, a set of templates, or a short guide that solves one specific problem, then sell it on a marketplace like Gumroad or your own simple store. The model is straightforward: make it once, sell it repeatedly.</p><p>The honest catch is saturation. Generic "500 ChatGPT prompts" packs are everywhere and sell poorly. Specific ones win. "Prompts for real estate agents to write listing descriptions" outsells a generic pack because the buyer has an urgent, narrow need. One creator reported around $1,000 in the first two months from a well-targeted niche pack, but that is the exception, not the baseline. People do not buy information; they buy relief from a specific problem.</p><p><strong>Tools:</strong> ChatGPT or Claude to build the product, plus a marketplace like Gumroad.</p><h2 id="8-ai-print-on-demand-and-design">8. AI Print-on-Demand and Design</h2><p><strong>Realistic earnings:</strong> Highly variable; often modest ($50 to a few hundred a month) unless you find a niche</p><p><strong>Time to first payment:</strong> 4 to 12 weeks</p><p><strong>Best for:</strong> People with some design sense and patience for marketing</p><p>Using AI image generators, you create designs for t-shirts, posters, mugs, or wall art, then sell them through print-on-demand platforms like Etsy or a Shopify store without holding inventory. The print provider handles production and shipping; you handle designs and marketing.</p><p>Be realistic: this is one of the more crowded options, and marketplaces increasingly limit obvious AI-generated listings. The winners find an underserved niche and market actively rather than uploading generic designs and hoping. Earnings are the least predictable on this list, so treat it as an experiment, not a reliable income stream, until you prove a niche works.</p><p><strong>Tools:</strong> An AI image generator, plus a print-on-demand platform (Etsy, Printful, or similar).</p><h2 id="which-ai-side-hustle-should-a-beginner-start-with">Which AI Side Hustle Should a Beginner Start With?</h2><p>If your priority is earning money soon, start with a service: data annotation, AI-assisted writing or editing, resume writing, or chatbot setup. These pay within weeks because someone pays you directly for a result.</p><p>If you are playing a longer game and can wait, content and product plays (faceless YouTube, digital products) can pay more over time but take months and a lot of consistency before they earn anything meaningful.</p><p>The single best move is to pick one, match it to a skill or interest you already have, and go deep rather than dabbling in five at once. AI works best as leverage on something you understand.</p><h2 id="how-much-can-a-beginner-realistically-make-with-ai">How Much Can a Beginner Realistically Make With AI?</h2><p>Honestly, it varies widely, and nothing is guaranteed. A realistic first milestone is $200 to $1,000 in your first month or two from a service hustle done consistently, growing to $1,000 to $3,000 a month over several months if you stick with it and raise your rates. If your goal is a specific number, our guide to<a href="https://thinksaveretire.com/how-to-make-an-extra-1000-a-month/"> <strong>making an extra $1,000 a month</strong></a> breaks down how these income streams add up. The people who hit those numbers treat it like real work: they pick one thing, get good at it, and keep showing up. The people who make nothing are usually chasing the newest shiny idea every week.</p><p>Ignore the "$10,000 a month in 30 days" claims. Those are marketing, and believing them is the fastest way to quit before you earn anything.</p><h2 id="a-realistic-30-day-starting-plan">A Realistic 30-Day Starting Plan</h2><ol><li><strong>Days 1 to 2:</strong> Pick one hustle from this list that matches a skill or interest you already have.</li><li><strong>Days 3 to 5:</strong> Set up free accounts on the tools it needs (ChatGPT or Claude, plus anything specific).</li><li><strong>Days 6 to 10:</strong> Practice. Spend a couple of hours learning the tools and the workflow.</li><li><strong>Days 11 to 15:</strong> Create two or three sample projects that show what you can deliver.</li><li><strong>Days 16 to 30:</strong> Put your offer in front of real people, on a freelance platform, in relevant communities, or by direct outreach, and land your first client or task.</li></ol><p>By the end of the month, a realistic result from a service hustle is one to three paying clients or tasks and your first $200 to $1,000, plus a clear sense of whether it is worth continuing.</p><!--kg-card-begin: html--><div style="background: linear-gradient(135deg,#ffffff,#f7f7f9); border:1px solid #e6e6ec; padding:32px 36px; margin:32px auto; border-radius:18px; box-shadow:0 10px 24px rgba(0,0,0,0.06); max-width:720px; font-family:'Helvetica Neue', Arial, sans-serif; text-align:center;">
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<!--kg-card-end: html--><h2 id="frequently-asked-questions">Frequently Asked Questions</h2><h3 id="what-is-the-best-ai-side-hustle-for-beginners-with-no-experience">What is the best AI side hustle for beginners with no experience?</h3><p>Service hustles are the best starting point because they pay fastest and need no audience. AI data annotation (rating and reviewing AI outputs) requires no clients and pays around $15 to $25 per hour. AI-assisted writing, editing, and resume services also pay within a few weeks. Content plays like faceless YouTube pay more eventually but take months.</p><h3 id="do-i-need-coding-skills-to-make-money-with-ai">Do I need coding skills to make money with AI?</h3><p>No. Most AI side hustles use no-code tools and rely on skills like writing, organization, and communication. Coding ability unlocks higher-paying data-annotation tasks, but you can start and earn with none.</p><h3 id="how-much-can-a-beginner-make-with-ai-side-hustles">How much can a beginner make with AI side hustles?</h3><p>Realistically, $200 to $1,000 in the first month or two from a service hustle done consistently, potentially growing to $1,000 to $3,000 a month over several months. Ignore claims of $10,000 a month with no work; those are marketing, not reality.</p><h3 id="how-fast-do-ai-side-hustles-pay">How fast do AI side hustles pay?</h3><p>Service hustles (data annotation, writing, editing, resume work, chatbot setup) can pay within one to eight weeks. Content and product hustles (faceless YouTube, digital products, print-on-demand) usually take two months to a year before earning meaningful income.</p><h3 id="are-ai-side-hustles-legit-or-a-scam">Are AI side hustles legit or a scam?</h3><p>The hustles themselves are legit: real platforms pay for data annotation, and real clients pay for AI-assisted services. The scams are the courses and "kits" promising instant riches. You can start almost every option on this list with free tools and no upfront payment, which is the safest way to begin. The FTC's guide on<a href="https://consumer.ftc.gov/consumer-alerts/2026/02/how-avoid-side-hustle-scam"> <strong>how to avoid a side hustle scam</strong></a> puts it simply: no legitimate gig makes you pay up front to get started.</p><h3 id="which-ai-tools-do-i-need-to-start">Which AI tools do I need to start?</h3><p>For most options, a free ChatGPT or Claude account is enough to begin. Specific hustles add one or two tools: Canva for design, ElevenLabs for voiceovers, Gumroad for selling digital products, or a no-code builder for chatbots. Start with free tiers before paying for anything.</p><!--kg-card-begin: html--><div class="tsr-rec-wrap" style="max-width:760px;margin:32px auto;padding:0 12px;font-family:Inter,Arial,sans-serif;">
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        <span style="color:#0F3E30;font-size:16px;font-weight:600;line-height:1.35;">How to Make $10,000 a Month</span>
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