credential & editorial facts — click a layer to see which outlets feed it and their city reach
Volume layers
bulk crowd / demand / operational data — click to see sources
Engine readiness
Cities
click to open a city in Explore · click a header to sort
Explore restaurants
search all cities, or pick one below · click any header to sort · click a restaurant to inspect & label it
min conf 0
choose a city…
Calibration sandbox
How to calibrate: 1 — label reference places you know (open one in Explore, press 1–5). 2 — drag the cut-points to push agreement up and the whole-universe mix toward something sane. 3 — Apply. Cuts set the tier boundaries on cohort-percentile; they fix a global +1/-1 offset, not individual rank errors. Nothing saves until you Apply.
Your calibration labels
verdicts you’ve set · engine-vs-you disagreements float to the top
Confidence model
exactly how the engine decides how sure it is — and how often each leg is the deciding factor. Nothing here is hidden.
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Engine parameters — live & editable
every number the engine uses. Edit a value and press Enter (or leave the field) to write it — the whole universe re-rates instantly. No hidden settings.
⚠ These are live. A change here re-tiers every restaurant immediately. Use the Calibrate tab's sandbox if you want to preview cut changes before committing.