Mamba Labs builds GTM signal enrichment tools published as Apify actors and MCP servers. Every tool returns flat, Clay-ready JSON per company, priced per result with no subscriptions.

What is the GTM Suite?

The GTM Suite is an all-in-one MCP server that bundles fifteen Mamba Labs tools into a single install. It covers identity resolution, signal detection, ICP scoring, and sequencer push from one endpoint.

Domain to LinkedIn URL Resolver

live$0.006/resultEnrichment

Resolves a company domain to its LinkedIn company URL via pattern matching and web search. Every row carries resolution_method, confidence and a slug_mismatch flag, so a weak match is visible rather than silent. Flat output with employee count, industry and social URLs. MCP-ready.

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Use Cases

Clay enrichment fix. Replace Clay's native LinkedIn enrichment (15-20% miss rate) with a dedicated resolution step that catches the gaps.
Data cleanup. Batch-resolve a prospect list of domains to verified LinkedIn company URLs before importing into your CRM.

Features

LinkedIn company URL and slug, validated
confidence and resolution_method on every row
Facebook, Instagram, X and YouTube URLs
19 flat fields, snake_case, one row per company
Nine slug variants validated by HEAD request

Input

company_domainstringoptional

Bare domain. Pattern matching needs this.

company_namestringoptional

Helps the search fallback. Name-only input skips pattern matching.

includeFirmographicsstringoptional

"true" also fetches the LinkedIn page for company data. Default: "false".

skipCachestringoptional

"true" forces a fresh resolution. Default: "false".

Output schema

json

{
  "company_domain": "brex.com",
  "company_name": "Brex",
  "linkedin_company_url": "https://www.linkedin.com/company/brexhq",
  "linkedin_slug": "brexhq",
  "resolution_method": "pattern_match",
  "confidence": "high",
  "slug_mismatch": true,
  "facebook_url": "https://www.facebook.com/brexhq",
  "instagram_url": "https://www.instagram.com/brexhq",
  "twitter_url": "https://twitter.com/brexHQ",
  "youtube_url": null,
  "employee_count_approx": 1200,
  "industry": "Financial Services",
  "hq_location": "San Francisco, California",
  "follower_count": 96000,
  "founded_year": "2017",
  "logo_url": "https://media.licdn.com/.../logo.png",
  "run_date": "2026-06-18T16:19:30.468Z"
}

Pricing

$0.006per result

Pay-per-event billing on the Apify platform. You are charged only when the actor returns a result. No subscription, no seat license.

Free-tier Apify accounts include monthly free compute. Upgrade for higher concurrency and volume.

Available on

Apify Store