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Food establishments ranked from official inspection feeds. The default list is cities with a last inspection within 365 days: Austin, NYC, Chicago, Boston, Montgomery County MD, San Francisco, Santa Clara County, Louisville, and Wake County / Raleigh. Houston FY15 and Dallas sunset 2024 are research-only. San Antonio, El Paso, and Fort Worth are reserved empty filters. rank.scoreSystem is per city; NYC demerit is not comparable to Austin, Louisville, Wake, or Santa Clara 0-100. Agents should use the JSON API. This page reads the same rankings endpoint.
Source of record for this vertical. REST and MCP return one JSON shape. Austin SODA currently lags (last visit May 2026).
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