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AI visibility — Food retail: the 12 questions your clients ask ChatGPT

When someone looks for food retail, they no longer always type it into Google: they ask ChatGPT, Gemini, Perplexity or Claude — and the answer is not ten links, it is a few names. Here are the 12 reference questions for this industry, the same for every brand, so that scores are comparable. In RadarIA, a brand follows up to 15 questions, editable, asked every day.

The 12 reference questions

Written the way a buyer types them: best, comparison, budget, reviews, alternative, specific use case, local, beginner, scams, how to choose. No year, no brand — the questions are fixed, not the answers.

  1. What is the best artisan bakery for sourdough bread?
  2. How do I choose a good bakery or a neighbourhood delicatessen?
  3. Halal butcher or supermarket: how do quality and price compare?
  4. What budget should I plan for a birthday cake or a pastry buffet?
  5. How can I tell if a butcher is truly halal and whether the certification is reliable?
  6. What is an alternative to the supermarket for buying local, short-supply-chain food?
  7. Which grocery store stocks organic and gluten-free products for a special diet?
  8. Where can I find a quality halal butcher or Middle Eastern grocery?
  9. It's my first time ordering a custom cake: how should I go about it?
  10. What fake organic or halal labels and food shop scams should I avoid?
  11. Which food shop offers home delivery or a weekly produce box?
  12. Which food wholesaler supplies a small business or restaurant at a fair price?

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How RadarIA measures

Each question is asked to the four AIs through their official APIs; we record who is cited and at which rank; an AI that is down counts as absent, never as “not cited”. The full method is published. Read the methodology

Frequently asked questions

Why the same questions for every brand in an industry?

Because a score is only comparable when the protocol is identical. Two brands measured on different questions cannot be compared; with a reference set, an agency can tell its client where it stands against its market.

Are the questions adapted to my country?

Yes: the location is inserted into the local questions (“in Lyon”, “in Morocco”, “in Belgium”), and the set exists in French, English, Spanish and Arabic.

Can I add my own questions?

Yes. The reference set is a base; in RadarIA you add or edit a brand’s questions, up to 15 per brand, and those are the ones measured every day.

Other industries

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