Data methodology

Structured data first. Pages second.

Provider metadata, source URLs, plan facts, captures, recommendations, and freshness states live in structured files.

Daily capture flow

Source registry, collector, raw snapshot, parser, validator, diff engine, recommendation recalculation, page rebuild, dashboard summary.

Overrides are allowed only for official-source ambiguity, parser limitations, or temporary provider page failures. Overrides must expire.