AI in construction

AI and reviews:
let it answer them, never let it write them

Reviews decide who gets the call, and any chatbot will write a glowing one in ten seconds. That is the cheapest AI trick there is, and the one with a federal rule against it. The same chatbot is useful on the legal side of the line: answering the reviews real customers left, and asking for new ones.

By the WorkTime CRM team · Updated October 9, 2026

$53,088Top civil penalty per violation of the FTC rule on fake reviews (FTC release, December 22, 2025)

1. The rule: an AI-written review is a fake review

The Federal Trade Commission's Consumer Review Rule (16 CFR Part 465) took effect on October 21, 2024. In the FTC's own words, it covers reviews "that misrepresent that they are by someone who does not exist, such as AI-generated fake reviews". A business may not write, buy or post such a review. The rule also bars a reward that depends on what the review says, such as $20 off for five stars, and reviews by owners and managers that do not disclose who they are.

What it can cost: on December 22, 2025 FTC staff sent warning letters to 10 companies and named the price, "civil penalties of up to $53,088 per violation". The FTC says the letters are not findings that anyone broke the rule, and that courts can impose penalties for knowing violations. Arithmetic at the top of the scale: five fake reviews is 5 × $53,088 = $265,440. The law firm Benesch wrote on April 6, 2026 that the FTC has moved from guidance to enforcement and is watching reviews made with generative AI. We did not find a court case with a penalty under this rule as of October 9, 2026; the letters are the step we could confirm.

One more detail from the same day. The FTC set aside its 2024 order against Rytr, an AI writing service that had a review generator, saying a technology should not be condemned "simply because it potentially could be used in a problematic manner". In plain words: the tool is not banned. The business that posts the fake review answers for it.

Verdict on AI-written reviews and on services that sell them: not worth the money. Not "yet": never.

2. Where AI does help, and what it costs

Two jobs are on the legal side. First, answering reviews. Google's help page for businesses says replies "show them that you value their feedback"; a reply is your own speech, and a chatbot drafting it is no different from a spellchecker. Second, writing the message that asks a customer for a review. The FTC's question-and-answer page says the rule has no specific prohibition on asking customers for reviews.

Cost: nothing to start. As one example, Claude's pricing page, read October 9, 2026, lists a free plan at $0 and Pro at $20 a month billed monthly. A free plan of any mainstream chatbot is enough for this.

Does it help? It saves the ten minutes you never have, which is why most reviews sit unanswered. We found no independent measurement of how many more jobs answered reviews bring, and we will not quote vendors on it.

Verdict: worth adopting now. Two limits. Google's rules are stricter than the FTC's: its Maps policy says a business may not "offer incentives" for a review at all, may not "selectively solicit positive reviews", and treats a review from a current or former employee as a conflict of interest. And read every draft: a chatbot will happily promise a refund you never agreed to.

3. This week

  1. 01Never ask a chatbot for a review "from a customer". Not one, not as a placeholder on your site.
  2. 02Read your own Google and Yelp reviews. If a relative, an employee or a paid marketer wrote any, have them taken down.
  3. 03Ask your marketing agency in writing whether it has ever posted or bought reviews for you. You answer for what it did in your name.
  4. 04Send the same review request to every finished job, happy or not. No discount for stars.
  5. 05Paste your five latest unanswered reviews into a chatbot, ask for short replies in your voice, fix them and post them yourself.
Questions

A customer said nice things on the phone. Can I have AI turn that into a review and post it?

No. A review has to come from the customer, in their own account and their own words. Send them the link and ask. What you can do with their permission is quote them on your own website as a testimonial, and that is a question to check with your attorney.

Can I give a gift card to everyone who leaves a review?

The FTC's question-and-answer page says the rule does not prohibit incentives as long as there is no express or implied requirement about what the review says. Google's policy is stricter and does not allow incentives for reviews at all, so on Google the answer is no.

Can my wife or my foreman leave a review?

Under the FTC rule a relative may, if the relationship is disclosed clearly; the FTC's page says to "ask them to clearly and conspicuously disclose their relationship to your business". Google treats employment and personal ties as a conflict of interest and can remove such a review. The simple policy: reviews come from customers only.

Sources

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