Collecting reviews

Review Moderation Without Faking: Where the Honest Line Is

Filtering spam is fine; hiding genuine criticism is not, and is now illegal. How to moderate reviews in a way that is both clean and compliant.

Updated 2026-06-017 min

What counts as legitimate review moderation?

Legitimate moderation removes reviews for reasons that have nothing to do with the score. Spam, abusive language, content about the wrong product, and reviews you can demonstrate are fabricated are all fair to take down. None of those touches the genuine opinion of a real buyer.

The cleanest way to keep yourself honest is to write your reasons down before you ever need them, and apply them the same way to a glowing review and a damning one.

  • Spam: bot submissions, repeated text, links to unrelated sites.
  • Profanity and abuse: personal attacks, slurs, threats.
  • Off-topic: a review of a different product, a delivery complaint about a carrier you do not control.
  • Demonstrably fake: a review from someone with no purchase and no plausible contact with the product.

Where is the line the FTC draws?

The line is genuine negative opinion. Under the FTC rule on consumer reviews, suppressing, burying, or selectively publishing reviews to create a falsely positive picture is prohibited. That includes quietly holding back the one-star reviews while letting the five-stars through, and it includes "review gating," where you route happy customers to public review and unhappy ones to a private inbox.

The rule does not require you to host abuse or spam. It requires that a real customer with a real complaint is not silenced because the complaint is inconvenient.

Is review gating allowed?

No. Routing satisfied customers to your public reviews while diverting dissatisfied ones to a private form is exactly the suppression the FTC rule targets, even when the private form feels like good service. The mechanism is fine; the asymmetry is not.

If you want a service-recovery step, offer it to everyone, after the review is posted, not as a filter that decides who gets to post in the first place.

Why keep negative reviews at all?

Because a wall of perfect scores reads as fake, and shoppers know it. A small share of negative and middling reviews increases perceived authenticity: it signals that the reviews are real, that the bad ones were not scrubbed, and that the good ones can therefore be trusted.

A negative review you answer well is also a sales asset. It shows a future buyer how you behave when something goes wrong, which is the question they are quietly asking the whole time.

How should I handle a review I think is fake?

Treat "fake" as a claim you have to evidence, not a feeling about a bad score. Before removing, check whether the order exists, whether the reviewer ever held the product, and whether the content describes something real. Keep a note of what you found, so a removal can be explained later if anyone asks.

When you are genuinely unsure, the safer and more honest move is to leave the review up and reply, rather than to delete a real customer on suspicion. A reply costs you nothing; a wrongful deletion is the exact behaviour the rule forbids.

  • Confirm against order and contact records before you act.
  • Document the reason at the moment of removal, not afterwards.
  • If unsure, reply rather than remove.

Do AI search and answer engines see how I moderate?

Increasingly, yes, and over-curation works against you. Answer engines and shoppers both read a flawless five-star average as a signal to discount, because real products draw real criticism. A review corpus that includes a few honest negatives, answered in your brand voice, is more credible to a model deciding what to quote than a sanitised one.

This is where the work most stores skip actually pays back. Most review apps were built to display reviews to the on-page shopper and stop there; getting the reviews you already have, negatives included, readable, corroborated, and cited in search and AI is the gap BetterReviews is built to close. The honest corpus is also the more visible one.

What this adds up to

Moderate by reason, document the reason, and apply it symmetrically to praise and criticism alike. Remove spam, abuse, off-topic, and provable fakes; keep every genuine opinion, including the ones that sting. The compliant path and the trusted path are the same path: a review wall that a buyer, and an answer engine, can believe.

Spam, profanity, fake
The three categories you can remove without crossing the line
FTC, 2024
Prohibited
Suppressing or burying genuine negative reviews under the FTC rule
FTC, 2024
Higher trust
Perceived authenticity rises when a small share of reviews are negative
AEO research synthesis, 2025
Common questions
Can I delete a one-star review I think is unfair?
Not because it is one star. You can remove it only if it breaks a content rule that would apply to a five-star too, such as spam, abuse, off-topic content, or a fake you can evidence. If your only reason is that it is negative, deleting it is suppression under the FTC rule. Reply to an unfair review instead of removing it.
Is it illegal to ask only happy customers to leave a review?
Yes, when it is structured to suppress criticism. Routing satisfied customers to public reviews while diverting unhappy ones to a private channel is review gating, which the FTC rule treats as creating a falsely positive picture. Invite everyone to review on the same terms.
Do I have to publish reviews that contain swearing?
No. Removing profanity, abuse, and personal attacks is legitimate moderation and is not what the rule targets. The rule protects genuine opinion, not the right to post slurs. The honest test is whether you would remove the same language in a positive review; if so, the removal is sound.
Will a few negative reviews hurt my conversion rate?
Usually the opposite. A small share of negative and middling reviews raises perceived authenticity, because a flawless average reads as filtered. Shoppers often read the negatives first, and a calm, useful reply to a genuine complaint reassures the next buyer more than another five-star would.