Somewhere in your CRM there is an account that says "software company, mid-size?" while that company's public LinkedIn page states its industry, headcount band, headquarters, and specialties in plain text. The LinkedIn Company API closes that gap. Hand it a list of public company page URLs, or a list of company names, and it returns one clean JSON row of firmographics per company.

What it returns: name, industry, company size band, headquarters, follower count, specialties, locations, website, and companyId. Company names resolve to their most popular LinkedIn company page, so you can go from a name list straight to a public URL and full firmographics with no URL hunting.

Who uses it: RevOps and sales teams enriching CRM accounts, market researchers mapping a sector, and agent builders wiring live company lookups into an AI assistant.

Example Tasks and Use Cases

LinkedIn company data API for Python - a runnable apify-client script that turns a URL list into firmographic rows.

Bulk collect LinkedIn companies from a URL list - the volume pattern, up to 1,000 company pages in one batch.

Enrich accounts with LinkedIn company data - stamp every CRM account with current size, industry, and location.

Extract company firmographics from LinkedIn - the researcher's angle for building a market map.

Scrape LinkedIn company data to structured JSON - see the exact output shape before you spend a cent.

Scrape LinkedIn companies in an n8n workflow - drop the Actor into a no-code pipeline that writes firmographics back to your CRM.

Get LinkedIn company data in Claude via MCP - call the Actor as a tool from Claude, Claude Code, or Cursor.

Works with MCP: Connected through Apify's MCP server, the LinkedIn Company API is a tool that Claude, Claude Code, and Cursor can invoke. Ask "pull the LinkedIn firmographics for these five prospects" and the agent returns structured rows, no scraping code.

Keywords and Topics: LinkedIn company API, LinkedIn company URL finder, company enrichment API, B2B data enrichment, LinkedIn company search API, firmographics, account enrichment, MCP tool for AI agents.