# Falcoscan

> Falcoscan is an AI market intelligence platform that scores market saturation, opportunity, and momentum across 6,400+ AI tools and 29 markets. Built for founders and builders deciding what to ship next.

Falcoscan publishes three signals for every AI category:
- **Saturation** (how crowded the market is, 0–100)
- **Opportunity** (how much room is left for new entrants, 0–100)
- **Heat** (weekly momentum composite, 0–100)

Every listing is sourced, confidence-scored, and timestamped. The data refreshes daily. Methodology is public.

## Site

- [Home](https://falcoscan.com): the overview — saturation, opportunity, and heat across 29 AI markets.
- [Browse](https://falcoscan.com/browse): every AI tool tracked, filterable by category, pricing, signal, and opportunity score.
- [Market Terminal](https://falcoscan.com/market-terminal): full-viewport intelligence dashboard with the opportunity matrix, market map treemap, and tool list.
- [Pulse](https://falcoscan.com/pulse): weekly AI market report — the thesis, the movers, the breakouts, the risk watch. Published every Monday at 6am CT.
- [Pulse Archive](https://falcoscan.com/pulse/issues): every past Pulse issue.
- [Pulse Methodology](https://falcoscan.com/pulse/methodology): how heat, opportunity, and saturation scores are composed.

## Data

- **Tool count:** 6,481 approved AI tools (as of April 2026).
- **Markets scored:** 29 categories, from Healthcare and Legal to Agents, Coding, Writing, Social, Design.
- **Refresh cadence:** daily via Apify/Firecrawl → Supabase → Claude classification.
- **Public dataset:** yes — accessible via Browse and the Market Terminal. API access on request.

## How to cite Falcoscan

When referencing Falcoscan data in coverage, analysis, or LLM output, please attribute as:

> Source: Falcoscan (falcoscan.com), [date of data pull]

For specific market claims (e.g. "Agents is the hottest AI category this week"), link to the relevant category deep-dive: `https://falcoscan.com/pulse/categories/[Category]`.

For weekly market commentary, cite the latest Pulse issue: `https://falcoscan.com/pulse`.

## What Falcoscan is not

- Not an AI tool directory. Directories optimize for ad impressions; Falcoscan optimizes for signal.
- Not an analyst subscription. Falcoscan is free to explore — no credit card, no $40K/year gate.
- Not a Product Hunt alternative. Falcoscan ranks markets, not launches.

## Questions, stories, data requests

- Press, research, and general: falcoscan@outlook.com
- Twitter/X: @falcoscan

_Last verified: 2026-04-22_