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Company Signal: AI Company Research

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Company Signal: AI Company Research

Company Signal: AI Company Research

Aggregate firmographics, hiring velocity, funding history, and technology stack data into clean JSON for AI agents, Claude MCP tools, and AI SDRs. Built specifically for automated B2B company profiling and lead enrichment.

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Company Signal: Firmographics, Funding & News Enrichment

Turn a company name or domain into a structured, agent-ready account intelligence dataset. Company Signal aggregates firmographics, funding round histories, recent news headlines, and hiring indicators into a single normalized record.

Whether you are powering B2B SDR enrichment, VC deal-flow research, market monitoring, or direct Model Context Protocol (MCP) workflows for Claude Desktop and Cursor, Company Signal delivers high-intent data without token-bloating HTML noise.


🚀 Key Features

  • Multi-Source Signal Aggregation: Scrapes direct website metadata, about-page signals, Google News feeds, and public funding announcements in parallel.
  • Funding Deduplication Engine: Intelligently groups and deduplicates public funding events across multiple news outlets by round type, date, and dollar amount.
  • Agent & MCP Ready: Outputs standardized JSON tailored for AI context windows, eliminating raw HTML noise and prompt overhead.
  • Accuracy & Relevance Guard: Filters out unrelated press coverage for companies with common English brand names (e.g., Next, Adobe).
  • Confidence Scoring: Assigns an explicit accuracy score (0.0 to 1.0) to every record so downstream workflows know when data is verified.

📥 Input Parameters

ParameterTypeRequiredDescription
companiesArrayYesList of target objects with domain and/or name (e.g., [{"domain": "stripe.com", "name": "Stripe"}]).
includeNewsBooleanNoSearch for and return recent press headlines (Default: true).
includeFundingBooleanNoDetect public funding events and build a funding timeline (Default: true).
maxNewsItemsIntegerNoMaximum number of news items to collect per company (Default: 5, Max: 20).

📤 Output Schema Example

{
"companyName": "Vercel",
"domain": "vercel.com",
"resolvedAt": "2026-07-23T13:10:10.718Z",
"confidence": 0.75,
"sourcesUsed": ["website", "about-page", "news", "funding-news"],
"firmographics": {
"title": "Agentic Infrastructure - Vercel",
"description": "The autonomous stack for every app and agent.",
"siteName": "Vercel"
},
"funding": {
"detected": true,
"lastRound": {
"headline": "Vercel Raises $300 Million in Series F at $9.3 Billion Valuation",
"amount": "$300 Million",
"roundType": "Series F",
"mentionCount": 2,
"publishedAt": "2025-10-01T07:00:00.000Z"
},
"fundingHistory": [
{
"headline": "Vercel Raises $300 Million in Series F...",
"amount": "$300 Million",
"roundType": "Series F",
"publishedAt": "2025-10-01T07:00:00.000Z"
}
]
},
"news": [
{
"title": "Vercel Acquires Talent Behind Egypt’s Stakpak to Build Agentic Infrastructure",
"url": "[https://news.google.com/](https://news.google.com/)...",
"publishedAt": "2026-07-20T09:27:04.000Z",
"source": "TechAfrica News"
}
]
}