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Do Reviews Affect AI Recommendations?
Do reviews affect AI recommendations from ChatGPT, Gemini and Google's AI features? Here's what seems to matter, what's unproven, and what you can actually do.
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Short answer: Assistants build answers about your business details from many sources, and when those sources disagree or are out of date, the answer can be wrong. The fix is to find where the wrong information lives and correct it at the source.
Exactly which sources a given assistant uses is not public and changes over time. That is why the practical approach is to fix everything you can reach.
One document with your official business name, phone, city and service area, hours, service list, booking link and website. Everything else should match it.
Check and correct:
Use the same wording for your business description across them.
If you serve customers at their location and have no public office, list your city and service areas rather than a street address. Follow each platform's rules on hiding an address. Keep the city-level details identical everywhere.
Add the facts assistants might otherwise guess: what you offer, who it is for, where you serve, how pricing works, how to book. An FAQ page is a good place for this.
Search your business name and phone number. Where you find outdated pages, contact the site owner or use the platform's correction process.
After a few weeks, ask the same questions again (see our 15-minute test). If the wrong detail persists, look at which sources it cites.
You cannot force an assistant to change an answer immediately. Many have feedback options for reporting wrong information; use them when an answer is clearly incorrect.
Book a free consultation and we will talk through what the assistants currently say about your business.
Can I ask ChatGPT to correct wrong information? Many assistants offer a way to report incorrect answers, but corrections are not guaranteed or immediate. Fixing the sources is more reliable.
Do I need a physical address? Not necessarily. Service-area businesses can list a city and service area. Follow each platform's guidelines.
How often should I review my listings? At least every few months, and whenever hours, phone or services change.
Further reading: Google Business Profile Help: tips to improve your local ranking.
Written by the Miri Team. Related: our local business listings service.
GEO
Do reviews affect AI recommendations from ChatGPT, Gemini and Google's AI features? Here's what seems to matter, what's unproven, and what you can actually do.
Read articleGEO
A practical 10-point checklist covering crawler access, sitemap, plain-HTML content, structured data and consistent business details, so AI assistants can understand your website.
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Write 6 to 8 real customer questions, ask ChatGPT, Gemini and Perplexity, and record whether you are mentioned, how you are described and who else appears. A 15-minute test that needs no tools.
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