Market finder

Runs when someone needs the full universe of businesses of one type in one geography — for territory planning, TAM sizing, list building, or checking an existing account list for gaps.

Produces a deduplicated entity list with per-entity strength scores and mandatory source links; in audit mode, your list categorized against fresh discovery with a coverage percentage.

The play

1. Detect the mode

Two modes, and the difference is whether the user handed you a list:

If a list is present but intent is ambiguous, ask: "Want me to audit your list against fresh discovery, or use it as a starting point?" If audit language appears but no list does, ask for the list — never run an audit against an imagined reference.