Clean dataset
Phones, websites, emails, hours, coordinates, reviews, photos — one versioned schema with a coverage report for the run.
Snapshot and monitoring for public places — cards, contacts, hours, reviews, photos. One clean dataset, honest coverage, no API keys.
No API keys, no browser, no proxies by default. The actor reads server-rendered search cards and organization pages and normalizes places into a versioned schema.
Phones, websites, emails, hours, coordinates, reviews, photos — one versioned schema with a coverage report for the run.
New, removed and changed places, plus rating moves — baselines between runs, change events in the dataset.
Public places only, polite request budget, anti-bot answers reported — never solved. Optional proxy input for your own routes.
This page collects nothing: no analytics, no cookies, no accounts. The actor itself reads only public place listings.
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