Start with the business
Use the known name, location, category, phone, and profile identifiers as research context.
Product / Contact enrichment
Organize available website, email, phone, social, and owner-research evidence around the lead while keeping source and confidence visible.

Contact enrichment works best when every field has a clear status and a path back to the source that supported it.
Use the known name, location, category, phone, and profile identifiers as research context.
Look for available website, social, email, and owner signals without inventing a match.
Save found evidence, confidence, and source links or clearly mark the field as unresolved.
The useful question is not only whether a contact appears, but how it was found and whether a person should trust it enough to use.
The research path remains available for review.
Name, city, category, and other matching signals inform the result.
Found, checked, unavailable, and unknown are distinct outcomes.
Each run can be revisited instead of silently replacing prior context.
Find a market. Follow the signals. Make your next move.