Each market page identifies its public source, newest published record, and available fields before you subscribe.
One research job per workflow, with a clear boundary on what a public permit can and cannot establish.
City-level source, newest-record, geography, and field disclosure before a market is used.
Named people, business contacts, owner fields, and project details only where the underlying source or verified public match supports them.
Source-derived project scope can organize a research queue; it never proves a purchase, bid, service request, or buyer intent.