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Yield & Press | A DigiVino Journal
Measurement

How do you know if AI is recommending you?

By Manish, SEO & AI Visibility Lead at DigiVino · Updated August 20, 2026 · 3 min read

You can't fix what you can't see. Tracking whether AI engines mention and cite you turns GEO from guesswork into a measurable, improvable program.

What should you measure?

Three things: mention rate (how often AI answers name you for relevant prompts), citation rate (how often it links your site), and position (where you appear when it does). Track them across ChatGPT, Gemini, and Perplexity for the questions your customers actually ask.

How do you track it simply?

Start manual: keep a short list of your key prompts and check them on a schedule, logging whether you appear. Tools are emerging to automate this, but the habit matters more than the tooling. Pair it with a free AI Visibility Check for a baseline.

Common questions

How do I know if AI recommends my business?

Track your mention rate, citation rate, and position across ChatGPT, Gemini, and Perplexity for the prompts your customers use — manually on a schedule, or with emerging tracking tools.

What's a good GEO metric to start with?

Mention rate — how often AI names you in answers to relevant questions — is the clearest starting signal.

See where you stand with AI

See where you stand — whether AI is recommending your business today.

Run your free AI Visibility Check →

Editorial. DigiVino, June 2026.

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