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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: To find out whether AI recommends your business, write 6 to 8 questions your customers would really ask, put each one to ChatGPT, Gemini and Perplexity, and record whether you are mentioned, how you are described and who else appears. It takes about 15 minutes and needs no tools.
Think like a customer, not like a marketer. Use the words people actually use, and include your city.
Examples for a Toronto business (replace with your own):
Include three types: discovery (no brand name), comparison (you versus others) and brand (your name).
Ask the same question in ChatGPT, Gemini and Perplexity. Use a fresh chat each time so earlier conversation does not influence the answer. Ask each question twice; answers vary from run to run.
Use a simple table. The row below is an example of how to fill it in, not a real result:
| Question | Assistant | Mentioned? | Position | Notes |
|---|---|---|---|---|
| Example: Best [service] in Toronto | ChatGPT | Yes | 3rd of 5 | Hours outdated; two directories cited; two competitors named |
Change one or two things, wait a few weeks, and ask the same questions again. Keep your table so you can compare.
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Do I need a paid account? No. Free versions are enough for a first look, though features differ between free and paid.
Why do I get different answers each time? These systems generate responses, so wording and ordering vary. That is why this test asks each question twice and looks for patterns.
How often should I check? Monthly is a reasonable rhythm.
Further reading: OpenAI: overview of its crawlers and user agents.
Written by the Miri Team.
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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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