Business Data: 4 Plays to Enrich Firmographics at Scale

4 plays to enrich firmographics in 2026: official registries, LinkedIn, scrapers + the API shortcut.

Why this cluster matters

Company-level data drives ICP definition, account scoring, and territory planning - but the headline numbers most providers quote (revenue, employee count) are wrong 40% of the time at any given moment. This cluster maps what's actually reliable, what's estimated, and where to source the rest.

For who · ABM Marketers, RevOps, SDR Managers, GTM Strategists

Enrich company data with Derrick →

What you'll learn

  • Firmographics that hold up : industry, location, founding year, parent company
  • Headcount tracking : provider methods compared, accuracy by region
  • Revenue estimates : when to trust them, when to red-flag
  • Tech stack detection : BuiltWith, Wappalyzer, internal scraping - tradeoffs
  • Funding data : Crunchbase, PitchBook, SEC filings - what's free, what's worth paying for
  • Company headquarters lookup at scale - the cleanest workflow
Newsletter

Get every new Company Data guide in your inbox

We ship ~1 new AI guide per month. One email per release. No spam, no resale.

Finding company-level data (founding year, headquarters, industry, employee count, websites, social profiles) at scale is the boring-but-critical step before every outbound, every ABM list, every territory plan.

This cluster covers the 4 plays that work in 2026 : official registries, LinkedIn, scraping, and the API workflows that combine all three.

Why company data still matters

Most CRMs auto-enrich firmographics. Most are wrong on 30-60% of records. The 30% gap is where ICP fit goes from "match" to "false match" - and where outbound burns budget.

The data points that matter most

  • Industry / NAICS / NAF - wrong industry = wrong outreach angle
  • Headquarters country - drives compliance (GDPR, CCPA), localization, time zones
  • Founding year - proxy for stage, helps qualify "growth-stage" filters
  • Employee count - proxy for revenue, budget, decision-maker count
  • Website + social profiles - entry points for personalization + intent signals

Browse the guides

Pick the guide that matches the data point you need. Each one breaks down free + paid methods + the Derrick API shortcut when applicable.

Start enriching your sheet in 30 seconds

Free for 100 credits/month. No credit card.

Install Derrick free →