Fake and paid-for reviews are now illegal under a federal rule, but they still show up on product pages. These seven checks help you judge ratings before you spend money on gear for your kids.
What to remember
- The FTC’s rule banning fake reviews and testimonials took effect on October 21, 2024, and lets the agency seek civil penalties against knowing violators.
- Businesses cannot buy reviews, condition freebies on positive ratings, or publish insider reviews without a clear disclosure of the connection.
- Sudden bursts of similar reviews, marketing-style language, and missing disclosure labels are all signs to slow down before buying.
- Middle ratings often tell you more than five-star reviews, because those buyers describe what worked and what did not.
- Reviews never replace a recall check, especially for car seats, cribs, and toys your child will use every day.
Ratings and reviews carry real weight when you are picking out a car seat, a crib, or a birthday present from an online marketplace. Some of those stars were never earned by real customers. The Federal Trade Commission now prohibits fake reviews and testimonials outright, and its rule went into effect on October 21, 2024, which means businesses that write, buy, or sell them can face civil penalties. The rule does not scrub every product page for you, though, so it still pays to run a few checks yourself before anything goes in the cart, and fake reviews are not the only trap online, either; our guide to spotting a fake online store covers the seller-side warning signs.
1. Check the Review Dates and Bursts
A listing that collects a slow trickle of reviews for months and then gains dozens of similar five-star ratings within a few days deserves a second look. Real buyers post at an uneven pace, and their opinions scatter across the scale. A burst can follow a big sale or a coupon push, but it can also follow a paid batch of reviews.
The FTC’s rule bars businesses from providing compensation or other incentives conditioned on reviews expressing a particular sentiment, and the agency notes that the condition can be conveyed implicitly, not just spelled out in writing. In practice, that means a paid batch does not always leave a paper trail.
What you can do:
- Sort or scan reviews by date if the site allows it.
- Look for clusters where the rating, the length, and the phrasing all sound alike.
- Compare the review count against the product’s age. A listing that appeared a few weeks ago and already has hundreds of glowing reviews is asking you to believe a lot of parents found it fast.
- Treat a burst right before a holiday shopping season with extra suspicion, since that is exactly when a seller profits most from inflated ratings.
2. Read the Middle Ratings, Not Just Five Stars
It is easy to scan the average, glance at the top two reviews, and click buy. The three- and four-star reviews usually tell you more. Buyers in that range tend to describe what worked and what annoyed them, which is exactly the detail you need for gear your child will use every day.
The rule also targets companies that suppress negative reviews through unfounded legal threats, intimidation, or false public accusations. A page where every critical review has vanished does not mean every buyer was delighted, so pay attention to what is missing as well as what is there.
When you read the middle of the pack, look for:
- Repeated complaints about the same flaw, such as straps that twist or hinges that pinch.
- Reviews that mention how long the product has held up.
- Sellers responding to criticism with a fix instead of a defense.
For toys in particular, ratings are not a substitute for age labels and small-parts warnings. Our guide to toys that are safe for your child’s age explains what those labels actually mean.
3. Look for Language That Sounds Like Marketing
The FTC has said that AI tools make it easier for bad actors to write fake reviews and can generate reviews on behalf of consumers who do not exist, and the rule treats AI-generated fakes the same as any other fake. No single check catches every chatbot, but certain habits repeat.
Watch for reviews that:
- Repeat the full product name exactly as it appears in the listing, over and over.
- Praise in generalities that could describe any product in the category.
- Skip any mention of how the product was set up, used, or cleaned.
- Sound like ad copy, with lines you would expect in an advertisement rather than a parent recounting a school morning.
Real reviews tend to include friction. Sizing ran small, the batteries died in a week, a toddler figured out the latch in a day. A review with no specifics about actual use gives you nothing to judge, and for some reviewers that is the point. Compare the wording against the product description too. Reviews that echo the listing’s own phrases deserve extra doubt, because the writer may have worked from the marketing text instead of the product.
4. Run a Reverse Image Search on Review Photos
Photos feel like proof, which is exactly why fake reviews often include them. An image attached to a review can be lifted from another listing, a manufacturer’s site, or a stranger’s social media account, and a reverse image search through a search engine can show where else that picture lives.
If the same photo turns up on several different products, or on the seller’s own pages, treat the review as unverified. Look at what the photo actually shows, too. A stock-style shot of the box tells you far less than a slightly messy photo of the item in a real kitchen, strapped into a real car, or covered in real fingerprints.
This check takes about a minute, and it matters most for big-ticket gear where the stakes are highest. One more tip for marketplace listings: reviews sometimes pool together across several versions or colors of a product, so check whether the reviewer is describing the exact model you are buying. Even a genuine photo only tells you the item arrived and worked on day one. It says nothing about durability, which is why the other checks still apply.
5. See What the Reviewer Has Reviewed Elsewhere
Many platforms let you click on a reviewer’s name and see their history. That history can be revealing. A reviewer whose entire record is five-star ratings for one brand, posted within a short window, is not giving you the picture of an ordinary shopper.
The rule prohibits insider reviews that fail to clearly disclose the author’s connection to the business, and the FTC’s guidance for marketers tells businesses not to ask staff, family, or friends for reviews unless those relationships are disclosed in the review itself. Employee and family reviews still slip through, especially on marketplaces that aggregate many sellers.
Some sites label reviews from confirmed purchases. That label is a clue, not proof, because a real purchase can still be part of a paid or incentivized arrangement. What you want to see is spread. A reviewer who buys across categories, writes at different lengths, and gives a bad rating now and then looks like a person. A profile that reads like a brochure looks like marketing.
6. Check Whether the Site Discloses Incentivized Reviews
Businesses can still hand out free products or discounts in exchange for reviews, but the rule bars them from conditioning the incentive on the review being positive, and any incentive should be disclosed. Clear and conspicuous means easy to notice and easy to understand, not a line of fine print at the bottom of the page.
Platform rules differ, and that is worth knowing before you trust a rating. Some review sites prohibit incentivized reviews entirely, even when the reviewer discloses the freebie. Others allow them with an appropriate disclosure. Treat a disclosed freebie as context either way. The reviewer received something of value, and that shapes what they wrote, even when they are being honest.
Practical checks:
- Look for disclosure labels on individual reviews, such as a note that the reviewer received the product free or at a discount.
- Be skeptical of pages where every review is five stars and none mention any incentive at all.
- Remember the stakes. The FTC has sent warning letters to companies over incentives for five-star reviews, and civil penalties can run to more than $50,000 per violation.
Parent tip: If a review looks fake, report it. Most major platforms have a report or flag button next to each review, and the FTC asks shoppers to report businesses that break its review rule at ReportFraud.ftc.gov.
7. Weigh Reviews Against Recalls and Safety Notices
A wall of five-star ratings says nothing about whether the item has been recalled. Reviews capture early impressions, and safety problems often surface after the reviews have already piled up. Before you buy gear for a child, search the exact model on federal recall lists and read the safety warnings on the listing itself, not just the stars next to it.
If something you already own turns up on a recall list, our guide to what to do when a product is recalled walks through the next steps, from stopping use to getting a remedy. Buying secondhand changes the math again, because there may be no listing and no reviews at all. Our guide to used baby gear explains which items to skip used entirely.
Keep the two sources of information separate in your head. Reviews tell you whether parents liked a product during their first weeks with it. Recalls and federal safety standards tell you whether it is safe to keep using. A recall notice will tell you more about a car seat or a crib than a hundred glowing ratings ever will.
Related reading: What to Do When an Online Order Is Late.
Parents also ask
Are paid reviews illegal now?
The FTC’s rule on consumer reviews and testimonials, effective October 21, 2024, bans buying or selling fake reviews and offering compensation conditioned on a particular sentiment. Incentives are still allowed in some cases, but the incentive should be disclosed clearly.
How do I report a review I think is fake?
Most major platforms have a report or flag button next to each review. You can also report a business that violates the FTC’s review rule to the FTC at ReportFraud.ftc.gov.
Does a disclosure label mean a review is trustworthy?
Not by itself. A disclosure tells you the reviewer received something of value, which shapes what they wrote even when they are being honest. Weigh disclosed reviews against reviews with no incentive attached.
Can AI write reviews that get past these checks?
Possibly. The FTC has said AI tools can write reviews that are nearly indistinguishable from ones written by people, so no single check is foolproof. Use several checks together before you buy.
This guide is general information for U.S. shoppers, not legal advice. Safety rules and store policies change, so follow the product’s instructions and labels and check official sources such as CPSC.gov, NHTSA.gov and FTC.gov.