Methodology

See how vehicles, evidence, credibility, and rescrape loops feed this static research site.

Evidence-backed browsing across makes, models, years, recurring issues, and supporting source records.

How this site is built

Vehicles are discovered from authoritative catalog sources, public source documents are captured, claims are extracted and normalized, and weaker signals are routed back for targeted rescrape instead of being published blindly.

Workflow

Discover vehicles from catalog data
Capture authoritative and supporting sources
Extract and normalize problem claims
Assess credibility and rescrape weak claims
Render browseable static pages with citations

Verification

No unresolved data dependencies.