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Company Signal - AI Company Research

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Company Signal - AI Company Research

Company Signal - AI Company Research

Turn any company name or domain into a structured account-research dataset. Automatically extract firmographics, multi-source funding history, recent news, and hiring indicators. Agent-ready JSON format built for MCP, Claude, Cursor, CRM sync, or CSV export.

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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"
}
]
}