Which AI markets are actually open
The saturation score across 29 categories reveals where builders still have runway — and where the market is fully commoditized. Reliable cross-category comparison, updated daily.
For press
Covering the AI market? Use our data.
Falcoscan tracks 6,481 AI tools across 29 markets. Every record is sourced, timestamped, and refreshed daily. If you're working on a story about AI market structure, saturation, breakouts, or the tool-directory mess — email us. We'll send the numbers with receipts.
falcoscan@outlook.comPress Kit · Key FactsSnapshot · 2026-04-23
6,481
AI tools tracked
Verified, sourced, timestamped
29
Markets scored
Each with heat + opportunity + saturation
10
Open markets
High heat, low saturation — builders have runway
Healthcare
Hottest category
Heat 87 · 108 tools
Attribution: Source: Falcoscan (falcoscan.com), 2026-04-23 · Need a custom cut of the data for a specific market or time window? Email us — we'll pull it.
Story angles
Four stories the dataset actually answers.
Where VC concentration misreads demand
Compare funding flow against saturation + opportunity. Some well-funded categories are already crowded; some under-funded ones are wide open. Proprietary dataset, ready to cite.
Breakouts: new AI tools that already crossed Heat 70
A weekly list of tools launched in the last 30 days that already earned meaningful momentum. Early-signal reporting that beats ProductHunt by looking at retention + signal mix, not launch-day spikes.
The Graveyard: tools that quietly died
Falcoscan flags dead tools via last-ping decay. A running log of what shipped, peaked, and stopped updating — the counter-narrative to the "1,000 new AI tools launched this week" cycle.
Public references
Read the methodology before you cite.
Every score on Falcoscan has a composition, a source, and a timestamp. The methodology is public. The data is machine- readable via LLMs.txt. The Pulse archive is your weekly narrative reference.
Methodology
How heat, opportunity, and saturation scores are composed.
LLMs.txt
Structured reference for AI search engines to cite Falcoscan.
Pulse archive
Every weekly AI market report, back to Issue 1.
The live Market Terminal
See the opportunity matrix + saturation treemap yourself.
Press contact
Email us the angle, not a questionnaire.
One paragraph on the story, one specific data ask. We typically reply within 48 hours with the cut you need.