Do reviews help in AI answers? | AI Referral Tracker (https://aireferraltracker.com/do-reviews-help-ai-recommend-me)

# Do reviews help me show up in AI answers?

Reviews help, but they are only part of the answer. In one city we checked, a roofer with 236 five-star Google reviews was named in 1 of 108 AI answers. A roofer with 63 reviews was named in 56 of 108 (September 2026). Keep collecting reviews, and put the same effort into pages that answer customer questions.

## What Google says about reviews

Google’s help page on local ranking says local results are mainly based on relevance, distance and popularity. It says more reviews and positive ratings can help your business’s local ranking. That describes Google’s local results, a separate place where customers look.

## What we found in answers

In a small early study, we looked at local businesses that assistants had already named, in four trades. In three of the four, more reviews went only loosely with being named more. In plumbing, with a handful of businesses, they did not go together.

In the city at the top of this page, a roofer with 37 reviews was named in 36 of 108 answers. In a dentist check for a chipped tooth, the dentist with the most reviews of those we checked was named in 0 of 8 answers. Another, with fewer reviews than most, was named in 6 of 8. Reviews still count, since the roofer named most in that city also has the most reviews. These are patterns we saw in a small sample in September 2026.

## What to work on beside reviews

- Put a page on your site that answers a specific customer question in plain words. Examples are what you do after a storm, or who sees a chipped tooth today. In the study, businesses with such a page were named for that question.
- Keep your hours, services and town clear on your site and your listings.
- Reply to reviews. Google says replying shows customers that you value their feedback.

## How to see where you stand

Ask ChatGPT, Gemini and Claude the question a customer would ask in your town, three times each, and write down who is named. Then open the sites and listings of the businesses named and compare them with yours.

## What a report adds

A report does that comparison for you. You see how many of 180 answers named you and who was named instead, with their reviews beside yours. You also get what to fix first to win more of the leads AI sends.

One report is $97, and it includes a free re-check 30 days later, so you see what changed.

[Be notified when we launch](https://aireferraltracker.com/#join)

## More questions owners ask

### Should I ask customers for more reviews?

Yes, for your customers and for Google’s local results. Reviews are worth having on their own, so keep asking.

### Do star ratings matter or only the number of reviews?

Google’s page mentions both more reviews and positive ratings. Our study looked at review counts, so it says nothing about ratings.

### Which review sites matter?

Google reviews are the ones Google describes. Our study looked at Google reviews, so treat claims about other review sites as unchecked.

## Read next

- [Is ChatGPT recommending my business?](https://aireferraltracker.com/is-chatgpt-recommending-my-business)
- [How do I get my business recommended by ChatGPT?](https://aireferraltracker.com/get-recommended-by-chatgpt)
- [Why does ChatGPT name my competitor and not me?](https://aireferraltracker.com/why-chatgpt-names-my-competitor)
- [How we check](https://aireferraltracker.com/how-we-check)
- [Questions owners ask](https://aireferraltracker.com/faq)

AI Referral Tracker is operated by Infinite Customer Systems, LLC.

Questions? Use [the contact page](https://aireferraltracker.com/contact).

Not affiliated with OpenAI, Google or Anthropic. ChatGPT, Gemini and Claude are named only to say what we measure.

© 2026 Infinite Customer Systems, LLC