// methodology

How the map is built

Sourced, dated, and refreshed weekly.

Clay enrichment

Headcount and 3m/6m growth, investors, open-job samples, website traffic, and AI research columns (one-liner, pricing, agent type, buyer, integrations, MCP support).

X API public metrics

Followers, weekly snapshots for 7d/30d deltas, 7-day mentions, and top posts (launch, funding, customer, hire).

Homepage-verified X handles

Each X handle is matched to the company by checking it is linked from the company's own homepage.

Primary sources

Funding rounds link to announcements; pricing links to the pricing page; news links to the original article.

// cadence

Refresh cadence

Data is refreshed weekly. X follower snapshots are stored each week; deltas are computed from them. Statuses (Active, Acquired, …) are reviewed on each refresh.

// faq

FAQ

How often is the data refreshed?+

Weekly. Each company page shows a last-verified date.

Why are some fields blank?+

We show — when a fact can't be sourced. We never estimate or invent values.

Why do follower deltas start empty?+

7d/30d deltas are computed from our own weekly X snapshots, so they appear after enough snapshots accumulate.