Every category gets classified into one of three states so you can scan the entire AI tool landscape in under ten seconds. Click any market to drop into the deep-dive.
Every category Falcoscan tracks, ranked by heat. The top three are this week's hottest. Click any market for the deep-dive.
Data snapshot · Updated daily · falcoscan.com/articles/pulse
Every listing is discovered, deduplicated, enriched, and published on a daily cycle. Every data point carries a source and a timestamp. No ghost entries, no stale pricing, no invented tools.
Apify and Firecrawl pull listings, pricing pages, and launch signals from verified sources across the web.
Incoming records matched against existing listings by normalized name, domain, and feature signature. No ghost listings.
Claude classifies each tool, extracts metadata, and attaches a confidence score. Saturation + opportunity scores updated per market on every cycle.
Persisted to Supabase, surfaced on Browse and the Market Terminal. Every card shows source, confidence, and last-verified timestamp.
Our dataset powers Pulse, the Market Terminal, and every category page. The methodology is public; the data API is open. If you're covering AI market structure, we'll send you the numbers — with source, timestamp, and confidence attached.
