Source for margin, not noise
Convert a natural-language buy request into structured filters, then rank authorized opportunities by fit, economics, evidence, and risk.
Natural-language criteria parser
Acquisition, transport, and recon estimates
Verified versus estimated field labels
Saved searches and watchlists
Assignment and purchase tracking
Existing CarSniper marketplace engine
Configured capability, clearly labeled.
CarSniper fails safely when a production credential or licensed provider is unavailable. Sandbox and synthetic records remain visibly distinct from live customer data.