When someone asks AI about restaurants, are you recommended?
In Restaurants, customers no longer browse search results — they get one answer and pick a name from it. Scoorpe runs this sector's query set across four AI engines, measures whether you are in that answer, and shows you why you are not.
The questions your customers actually ask AI.
A sample from this sector's query set, with what happened to an anonymized customer in it.A sample from the query set we run for this sector, with what happened to an anonymized customer in it.
| Question | Mentioned | Recommended | Who wins |
|---|---|---|---|
| Vegetarian restaurant in Beşiktaş | yes | yes | you |
| Quiet place for a business lunch | yes | no | Lokanta 1741 |
| Places open late | no | no | Karaköy Lokantası |
| Do they have a gluten-free menu? | no | no | no clear winner |
- Vegetarian restaurant in BeşiktaşMentioned · yesRecommended · yesWho wins: you
- Quiet place for a business lunchMentioned · yesRecommended · noWho wins: Lokanta 1741
- Places open lateMentioned · noRecommended · noWho wins: Karaköy Lokantası
- Do they have a gluten-free menu?Mentioned · noRecommended · noWho wins: no clear winner
Sample of 4 from a set of 1,240. Run across ChatGPT, Perplexity, Gemini and Claude, weekly.Sample of 40 from a set of 1,240. Run across ChatGPT, Perplexity, Gemini and Claude, weekly.
What we measure for restaurants
Sector-specific query set
1,240 real customer questions, built around this sector's decision criteria — not copy-pasted.
Entity model
Services, people, locations and price signals mapped to this sector's schema.
Trust signals
Credentials, licences, third-party citations and review networks — what decides who AI trusts.
Competitor set
We track the names AI actually recommends, not the competitor list you gave us.
Local coverage
Measured per neighbourhood, city and region — local authority decides answers here.
Claim verification
Every unsourced or conflicting claim is flagged — AI drops contradictory information entirely.
The average picture in restaurants
Most businesses in this sector are mentioned far more often than they are recommended. That gap is what costs you customers.Most businesses in this sector are mentioned far more often than they are recommended. That gap — not the mention rate — is what costs you customers.
Based on aggregated, anonymized results from beta accounts in this sector. Updated monthly.
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