Skip to main content
The Market Finder skill discovers all businesses of a given type in any geography using Nimble Web Search Agents. It has two modes: Discovery finds businesses from scratch, and Audit compares an existing list against fresh discovery to find gaps. Powered by the Nimble CLI and built on the open-source Agent Skills standard for cross-platform agent compatibility.

View on GitHub

Source code for this skill

​
Example Prompts

"find all dentists in Austin, TX"
"build a list of SaaS companies in the CRM space"
"how many coffee shops are in Brooklyn"
"audit my list of clinics against what's actually out there"
"prospect list for HVAC companies in Phoenix"

​
How It Works

1

Parse request and detect mode

Determines whether to run Discovery (find businesses from scratch) or Audit (compare against an existing list from CSV, Google Sheet, or pasted data).
2

Select vertical preset

Auto-detects the business vertical and loads optimized search strategies. Presets available for Healthcare, SaaS, Restaurants, Legal/Financial, Auto/Home Services, and a general fallback.
3

Scope the geography

For large areas (states, regions, nationwide), tiles the geography into metro areas for thorough coverage. Skipped for SaaS/non-geographic verticals.
4

Discover businesses

Runs parallel searches across Google Maps, Yelp, BBB, and vertical-specific directories using Nimble Web Search Agents. Falls back to web search when no agents are available.
5

Deduplicate and score

Three-tier deduplication (place ID, domain, fuzzy name + city match). Each business receives a strength score based on source count and review volume.
6

Deliver results

Outputs a ranked business list with source links. In Audit mode, categorizes entries as matched, discovered-only, or reference-only.

​
Output

​
Discovery Mode

  • Summary — total businesses found, geographic coverage, source breakdown
  • Ranked Business List — name, address, phone, website, rating, review count, strength score, source links
  • Strength Scores — High (3+ sources or 2+ with 50+ reviews), Medium (2 sources or 1 with 10+ reviews), Low (1 source only)

​
Audit Mode

  • Matched — businesses in both the existing list and fresh discovery
  • Discovered Only — businesses found by Nimble but missing from the existing list
  • Reference Only — businesses in the existing list but not found in discovery
  • Gap Analysis — summary of coverage gaps

​
Vertical Presets

VerticalSources
HealthcareGoogle Maps, Yelp, BBB
SaaS/SoftwareG2, Capterra, Crunchbase, ProductHunt, GitHub
RestaurantsGoogle Maps, Yelp
Legal/FinancialGoogle Maps, BBB
Auto/Home ServicesGoogle Maps, Yelp, BBB

​
When to Use

Use CaseSkill
Discover businesses in a marketMarket Finder
Explore a specific neighborhoodLocal Places
Monitor known competitorsCompetitor Intel

​
Quick Install

claude plugin marketplace add Nimbleway/agent-skills && \
claude plugin install nimble@nimble-plugin-marketplace

​
Prerequisites

Requires the Nimble CLI and a Nimble API key. See Plugin Installation for full setup instructions.