Provenance first

Where the data comes from

Current product facts come from public operator pages and official state licensing files. Every public price retains its source URL and observation date.

Operator sources

Adapters currently support Brookdale, Sunrise Senior Living, Discovery Senior Living regional static templates, and Atria static community pages. A source must pass validation before publication.

Location source

Launch-city names, state relationships, and center coordinates were copied as a small, verified set from the existing VRBOLocation2 geography collection. They do not represent community inventory.