Audit What AI Says About Your Restaurant

Updated on 7 September 2026

The most reliable method on a zero budget is to ask ChatGPT, Perplexity, and Google's AI Overviews yourself, with around twenty questions a real customer would ask, once a month, and note who gets cited, mentioned, or recommended — and whether the information given is accurate.

Why do this yourself before buying a tool

Paid AI visibility tracking tools exist (Semrush AI Visibility, Ahrefs Brand Radar, SE Ranking, starting around €85/month), but a monthly manual pass takes about an hour and, early on, gives you more useful information than these tools — mainly because it has you read directly what the AI says, not just an aggregated score.

The prompt list to test

Category-level (highest priority) — the generic questions a customer types without knowing a brand name:

• "What's the best [cuisine type] restaurant in [city]?"
• "Where to eat [dish] in [neighborhood]?"
• "Restaurant open Sunday evening in [city]"

Competitive — questions that explicitly compare options:

• "Is [your competitor] a good restaurant?"
• "Alternative to [your competitor]"

Specific to your business — to check accuracy:

• "What's known about [your restaurant name] in [city]?"
• "Hours and prices for [your restaurant name]"

How to score the results

For each prompt, on each of the three platforms (ChatGPT, Perplexity, Google AI Overviews), note three things:

1. Are you cited, mentioned, or absent? (see the three visibility levels detailed in get your restaurant recommended by ChatGPT)
2. Is the information given accurate? (price, hours, specialties)
3. Which competitors show up in your place, and why (look for what they have in common: high review volume, mentions on third-party sites, consistent description).

A simple spreadsheet with these columns, updated monthly, is enough to track change over time.

The specific risk of an incorrect price

One of the most concrete risks: a model citing you with an outdated or incorrect price, and you'd never know, since that mention generates neither a notification nor measurable traffic. It's a particularly sensitive risk when price is a differentiation argument — a figure that isn't clearly stated anywhere in text is more likely to be misreported or hallucinated by a model.

What to do with the results

If you're absent from category-level answers, the priority is presence — third-party mentions, reviews, listing consistency. If you're mentioned but with inaccurate information, the priority is consistency: unify your description, price, and hours everywhere they appear online. If competitors consistently show up in your place, study what makes them citable — often a higher review volume or a presence on third-party comparison sites.

To act on what this audit reveals, see get your restaurant recommended by ChatGPT and reviews: the fuel behind AI recommendations.

SEOresto helps you maintain a consistent presence — the baseline condition for being accurately cited by AI. From €39/month. See pricing.

Author: Dmitrii Portnov, founder of SEOresto.