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Research

The Data Behind Restaurant AI
Recommendations.

The Restomend Restaurant Recommendation Index studies who AI recommends, where, and on what evidence — published with the full method, so anyone can check it.

The Index

Who Gets Recommended,
and Why.

Restaurant owners hear a lot of opinions about AI and very little data. The Index runs large, controlled sets of dining questions across the major assistants and publishes what comes back: which restaurants are named, how consistently, and which sources seem to stand behind them.

The first city-and-cuisine studies are in preparation. If there is a market you want to see studied, tell us.

Research topics

What the Index
Will Cover.

  • In preparation

    Most recommended by city

    The restaurants AI names most often, market by market.

  • In preparation

    Most recommended by cuisine

    How each cuisine’s shortlist is formed, and how concentrated it is.

  • In preparation

    Platform comparisons

    Where different assistants agree on restaurants, and where they don’t.

  • In preparation

    Tourist versus local

    How the answer changes when the diner is visiting.

  • In preparation

    Source analysis

    Which publications, guides and listings keep turning up.

  • In preparation

    Review influence

    What review volume and detail appear to do to inclusion.

  • In preparation

    Information accuracy

    How often AI gets hours, menus and addresses wrong.

  • In preparation

    Reservation readiness

    Whether a recommended restaurant can actually be booked.

Our standard

Every Report
Shows Its Work.

If you can’t check a figure, it doesn’t belong in a report.

  • Test dates
  • Platforms
  • Location settings
  • The full prompt set
  • Number of tests
  • Inclusion criteria
  • Calculation method
  • Limitations
  • Author
  • Data availability

AI Is Already Recommending
Restaurants in Your City.

Is yours one of them?

See how often your restaurant appears, which competitors are being selected, and what may be holding your recommendation visibility back.

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