How to Read Online Reviews Without Being Fooled by Fakes

Smart Shopping for Major PurchasesEditorial Team·April 10, 2026·7 min read
This article is for informational purposes only and does not constitute legal, financial, or professional advice. Information may be outdated or inaccurate. Always consult a qualified professional or government agency before acting on anything you read here. If you find any inaccuracies, please contact us so we can update it.

Quick Answer

The FTC's 2024 final rule banning fake reviews prohibits companies from paying for, creating, or suppressing consumer reviews. No single tool can definitively identify fake reviews, but a combination of pattern reading, date analysis, and third-party sources gives buyers a more complete picture. The most reliable signal is finding reviews on platforms the seller does not control: Google, Trustpilot, Reddit, and the Better Business Bureau.

What the FTC's Fake Review Rule Covers

In August 2024, the FTC finalized a rule that prohibits businesses from creating, purchasing, or disseminating fake consumer reviews. The rule specifically bans:

  • Paying for or incentivizing reviews without clear disclosure that compensation was provided
  • Creating fake reviews using company insiders without disclosure
  • Suppressing negative reviews
  • Buying social media followers or engagement to create false impressions of popularity
  • Using third-party services to generate fake reviews

Violations can result in civil penalties. Consumers can report suspected violations to the FTC at ReportFraud.ftc.gov.

Patterns That Appear in Suspicious Review Sets

Research published by consumer organizations and academic institutions has identified patterns that differ between verified and suspected fake review sets:

PatternWhat to Look For
Date clusteringMany five-star reviews posted on the same day or within a short window, especially at product launch
Reviewer historyProfiles that have reviewed only one product, or many unrelated products in a short period
Language similarityMultiple reviews using identical phrases, sentence structures, or specific marketing language
Missing specificsReviews that praise a product without describing any particular feature or use experience
Rating gapA large difference between the average star rating and the detail found in written reviews
Photo absenceNo buyer-submitted photos or videos showing the product as actually received

How to Check Reviews Outside the Seller's Control

Reviews on a seller's own website cannot be independently verified. The following sources publish reviews that the seller cannot edit or remove:

Google Reviews: Visible when you search the store or brand name. Google applies its own moderation policies.

Trustpilot (trustpilot.com): An independent review platform. Businesses cannot remove negative reviews, though they can flag content that violates Trustpilot's policies for review.

Better Business Bureau (bbb.org): Publishes consumer complaints and business responses. Shows complaint volume and how complaints were resolved.

Reddit: Search the brand or product name. Discussion threads are not controlled by the seller and often contain detailed first-hand buyer experiences. Include the product name plus "review" or "experience" in your search.

YouTube: Search the product name. Independent video reviewers can show the product in use and compare it to listing claims.

How to Read Reviews More Effectively on Amazon and Other Platforms

  • Sort reviews by "Most recent" to see how current buyers are rating the product
  • Filter to see only one-star and two-star reviews first; these describe the specific problems buyers encountered
  • Look for Verified Purchase labels, which indicate the reviewer purchased through the platform
  • Check whether the number of reviews grew gradually or spiked suddenly
  • On Amazon, look for the "Bought in past month" figure, which reflects actual recent purchase volume

How to Report Fake Reviews

If you encounter what you believe are fake reviews on a platform:

PlatformHow to Report
FTCReportFraud.ftc.gov or 1-877-382-4357
Amazon"Report abuse" link below the individual review
GoogleFlag icon on the individual review
Trustpilot"Report a review" link on the individual review

Frequently Asked Questions