How to Spot Fake Online Reviews Before Holiday Shopping

You can spot most fake online reviews by checking three things: when the reviews were posted, who posted them and what they actually say. This guide walks you through the red flags, a 10-minute check you can run before any holiday purchase, what the FTC’s 2024 rule on fake reviews bans, and how to report a review you think is fake.

Updated November 2026.

Why fake reviews spike before the holidays

Holiday shopping compresses a lot of buying into a few weeks. Shoppers are buying gifts for other people, often in categories they know little about, and they lean on star ratings to decide fast. That is exactly the moment a seller with a weak product has the most reason to pad its reviews.

The problem is serious enough that federal regulators acted. The Federal Trade Commission announced a final rule banning fake reviews and testimonials on August 14, 2024, and it took effect on October 21, 2024. In December 2025 the agency also sent warning letters to companies, reminding them that creating, buying or posting fake reviews, or rewarding only positive ones, can lead to enforcement actions and fines.

A rule does not clean up every listing, though. You still need your own filter.

The 12 red flags of a fake review

No single sign proves a review is fake. Look for clusters. Three or four of these together on one product page should make you slow down.

Timing and volume

1. A burst of reviews in a few days. Dozens of reviews posted within the same week, especially right after launch, often point to a paid campaign.
2. Old product, brand-new praise. A listing with quiet history that suddenly fills with five-star reviews may have been merged with another product or boosted.
3. Ratings that do not match the curve. Genuine products usually show a mix. A wall of five stars with a cluster of one-star complaints and almost nothing in between deserves a closer look.

The reviewer

4. One review, one product. The FTC specifically notes that a reviewer who appears to have created an account just to write one review may be fake.
5. Odd review history. Click the profile. If the person reviewed 40 unrelated products in two days, all five stars, that is not normal shopping.
6. Generic names and stock-style photos. Profile pictures that look like stock images or AI-generated faces are worth a reverse image search.

The wording

7. No details. “Great product, highly recommend, five stars” tells you nothing. Real buyers mention size, fit, battery life, how it held up after a month.
8. Marketing language. Reviews that repeat the full product name or read like the listing’s bullet points were often written from the listing.
9. Copy-paste phrasing. The same unusual phrase across several reviews is a strong signal.
10. Too polished or oddly formal. AI tools make fake reviews read smoothly. Uniform length, tone and structure across many reviews is suspicious.
11. Talking about something else. Reviews that describe a different color, model or item entirely can mean a listing was hijacked or reviews were merged.
12. Pushy calls to action. “Buy now before it sells out” inside a review is not how customers write.

Real vs. fake: what the patterns look like

Signal	Usually genuine	Worth a closer look
Posting pattern	Spread out over months	Many reviews in a few days
Reviewer profile	Varied history over time	One review, or dozens in one day
Detail	Specific use, sizes, problems, time owned	Generic praise only
Tone	Mixed, with some complaints	Uniformly glowing, very similar wording
Photos	Amateur shots in real homes	Studio-style or reused listing photos
Star mix	Gradual spread across 2 to 5 stars	Mostly 5 stars and 1 star, few in the middle
Disclosure	Badges such as “verified purchase” or “received free product”	Incentives hinted at but not disclosed

Influencer posts and social media ads

Holiday gift ideas increasingly arrive through short videos and sponsored posts rather than product pages. Treat a glowing video the way you would treat a review. Look for a disclosure such as “ad,” “sponsored” or “paid partnership,” and remember that a gifted product still counts as a material connection. A creator who has posted about five competing air fryers in a month, each as “the only one I use,” is selling, not reviewing. Check the comments too: a stream of near-identical praise from accounts with no posts of their own is the social media version of a review burst.

“Best of” lists and comparison sites

Ranking articles can be genuinely useful, but some are run by the very companies whose products sit at the top. Before trusting a list, check who publishes it, whether it explains how products were tested and whether it discloses affiliate commissions. A site that only ever recommends one brand, or that has no named authors and no testing method, deserves less weight than an established publication or a nonprofit testing organization.

A 10-minute check before you buy

Run this whenever you are about to spend real money on something you have not bought before.

1. Sort by most recent. The latest reviews tell you whether the product changed or quality slipped. A recent drop in quality is common with cheap goods.
2. Read the three-star and two-star reviews first. They tend to be the most honest and specific about trade-offs.
3. Filter by verified purchase where the store offers it. It does not guarantee honesty, but it removes some noise.
4. Click three reviewer profiles at random. Look at how many reviews each has written and over what time span.
5. Search for one distinctive phrase. Paste a sentence from a suspicious review into a search engine. If it appears on other products, it is template text.
6. Check reviews on another site. The FTC advises looking at a variety of sources: other retailers, independent expert reviews, app stores and social media.
7. Reverse-search the photos. Use an image search tool on reviewer photos. If they show up on unrelated listings, they are not from a real buyer.
8. Look up the seller, not just the product. On marketplaces, check how long the seller has existed and what its own ratings say.
9. Read the return policy. If you are unsure, buy only where returns are easy and free, and check the holiday return window.
10. Pay with a credit card. It gives you dispute rights if the product never arrives or is not as described.

Local business reviews: restaurants, repair shops and services

Map and local listing reviews have their own patterns. A new business with 150 five-star reviews in its first month is unusual. So is a long-running business that suddenly receives a flood of one-star reviews from accounts with no history, which can be a competitor attack or a coordinated pile-on.

• Look at owner responses. Thoughtful replies to complaints are a good sign. Identical canned replies to every review are neutral at best.
• Check review dates against reality. Reviews praising a menu item the restaurant no longer serves, or a location that only opened last week, do not add up.
• Read the photos section. Customer photos are harder to fake at scale than text.
• Ask people you know. For services such as contractors, a neighbor’s recommendation and a license check with your state still beat any star rating.

What the FTC rule actually bans

The FTC’s Consumer Reviews and Testimonials Rule applies to businesses, not to individual shoppers. Knowing what it covers helps you recognize practices that are now illegal. Under the rule, businesses may not:

• Create, sell or buy fake reviews, including reviews by people who do not exist (such as AI-generated reviewers) or by people with no real experience of the product, when the business knew or should have known they were fake.
• Pay for reviews with a required sentiment, whether positive or negative. Offering a gift card only for five-star reviews falls here.
• Post insider reviews without disclosure. Reviews by officers, managers and their relatives need the connection clearly disclosed.
• Run an “independent” review site they secretly control that ranks their own products.
• Suppress negative reviews through groundless legal threats, intimidation or false accusations, or claim that the reviews shown are all or most reviews when negative ones were hidden.
• Buy or sell fake social media indicators, such as bot followers or views, to misrepresent influence for commercial purposes.

The FTC’s consumer guide on evaluating online reviews adds a realistic warning: it is often nearly impossible to tell for sure whether a single review is real. That is why patterns and multiple sources matter more than any one review.

How to report a fake review

Reporting takes a few minutes and helps the next shopper.

Where	How	When to use it
The platform	Use the “report” or “flag” option next to the review or on the listing	Always the first step
The FTC	File at ReportFraud.ftc.gov, follow the path for the product or service and write “fake review” in the comments	If the platform does not act, or you see a pattern
Your state attorney general	Consumer complaint form on the AG’s website	Local businesses or large-scale deception in your state
Your card issuer	Dispute the charge	If you bought based on fake claims and the item was not as described

When you report, include the product link, screenshots of the reviews, the reviewer profile links and the dates. Specific evidence gets acted on faster than a general complaint.

If you run a business: stay on the right side

Many readers here sell online too, so a quick note. It is fine to ask every customer for an honest review, to send a follow-up email after delivery and to reply to reviews publicly. It is not fine to offer rewards only for positive reviews, to write reviews for your own products, to have staff review without disclosure or to bury negative feedback. If you give free products to reviewers, make sure the review discloses it. The simplest policy: ask everyone, reward no one for a particular rating and answer criticism politely.

Frequently Asked Questions

Are fake online reviews illegal in the U.S.?

For businesses, yes. The FTC’s rule banning fake reviews and testimonials took effect on October 21, 2024, and it allows the agency to seek civil penalties against knowing violators. Deceptive reviews could also be challenged under the FTC Act before the rule existed.

Can AI write fake reviews?

Yes, and that is why polished, uniform wording is now a warning sign. The FTC rule specifically covers reviews attributed to people who do not exist, including AI-generated ones.

Does “verified purchase” mean a review is real?

It means the platform recorded a purchase, which helps. It does not prove the buyer was not compensated or that the review is honest, so still check the other signals.

Are all five-star reviews suspicious?

No. Plenty of products deserve them. What matters is the pattern: timing, reviewer history, detail and how the five-star reviews compare with the rest.

Can a business pay me to change a bad review?

Offering compensation in exchange for a positive or changed review conflicts with the FTC rule’s ban on buying reviews with a particular sentiment. A business may fix your problem and ask whether you want to update your review, but it should not tie a refund to a rating.

What should I do if I already bought something based on fake reviews?

Start a return through the retailer, then dispute the charge with your card issuer if the item was not as described. Report the reviews to the platform and at ReportFraud.ftc.gov.

Shop with a short checklist

Save this for your holiday shopping: sort by recent, read the middle ratings, click three reviewers, compare one other source and buy where returns are easy. It takes ten minutes, and it is the cheapest insurance you will find this season.