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market-finder

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Use this skill when you need to enumerate every business of a given type in a geography — "find all X in Y", "build a list of", "market sizing", "account universe", "how many X in Y", "TAM for", "discover all", "prospect list" — or when you already have a list and want it checked: "audit my list", "compare against", "what am I missing", "gap analysis", "verify my business list". Produces a deduplicated, source-linked market inventory with a confidence score per entity; in audit mode, a three-way comparison of your list against fresh discovery (matched / discovered-only / reference-only) with a coverage score. Not for monitoring known competitors over time or deep-diving a single company — this play is for mapping a whole market.

skills/uri-knorovich/market-finder/SKILL.md

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Oct 20, 2026
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# 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:

| Signal | Mode |
|--------|------|
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