The AI market,
in one API call.
8,573 AI products across 30 markets — scored for opportunity, saturation and wrapper risk, and checked for whether they still exist — as JSON from one HTTPS endpoint. Build market maps, competitor monitors and diligence tools on a catalog we check, not scrape.
As of data updated 1 November 2026: 8,144 of 8,573 products are operating (not shut down, acquired or pivoted). The AI Graveyard has verified 32 shut down and 106 acquired, each with a published source; the catalog has 314 listings marked shut down and 114 marked acquired. Directories list products forever; we check whether they still exist.
One key, two ways in
Your code and your AI tools read the same maintained catalog.
HTTPS + JSON, for your systems
MCP, for your AI tools
What's in every record
Nineteen fields per product, the same ones the Workspace is built on.
Identity
Market position
Defensibility
Momentum
Business
Company and liveness
See where the room is
All 30 markets, from the same data a single call returns. Top-left is opportunity nobody has crowded yet — 11 markets sit there today. Hover any point.
View as a table
| Market | Opportunity | Saturation | Heat | Live products |
|---|---|---|---|---|
| Healthcare | 83 | 11 | 82 | 249 |
| Legal | 81 | 11 | 84 | 126 |
| Gaming | 78 | 13 | 75 | 79 |
| Real Estate | 77 | 13 | 77 | 101 |
| 3D & AR/VR | 77 | 13 | 76 | 78 |
| Research | 77 | 14 | 78 | 145 |
| Avatars | 75 | 15 | 78 | 72 |
| Human Resources | 74 | 19 | 75 | 130 |
| Music | 72 | 19 | 72 | 74 |
| Automation | 74 | 23 | 74 | 362 |
| Search & SEO | 70 | 24 | 69 | 96 |
| AI Models | 75 | 30 | 77 | 455 |
| Agents | 73 | 31 | 73 | 422 |
| Security | 70 | 33 | 75 | 361 |
| Data | 69 | 33 | 73 | 402 |
| Finance | 69 | 35 | 71 | 392 |
| Ecommerce | 65 | 36 | 68 | 299 |
| Support | 68 | 40 | 65 | 231 |
| Voice | 66 | 41 | 70 | 306 |
| Learning | 63 | 43 | 63 | 271 |
| Video | 63 | 43 | 63 | 377 |
| Sales | 64 | 45 | 67 | 285 |
| Coding | 60 | 44 | 65 | 499 |
| Productivity | 63 | 47 | 60 | 352 |
| Marketing | 60 | 49 | 62 | 290 |
| Design | 52 | 41 | 60 | 351 |
| Social | 54 | 56 | 50 | 250 |
| Image | 49 | 52 | 59 | 459 |
| Writing | 40 | 65 | 42 | 327 |
| Directories | 23 | 80 | 46 | 418 |
Market averages, as of 2026-11-02. Method: how every score is calculated.
What teams build with it
Market maps that stay current
Competitor monitoring
Investment diligence
Sourcing lists
Record enrichment
Research you can cite
Plans
Without a key, four free tools answer with bands rather than exact scores. Exact scores and full catalog search come with a key, for the API and the MCP server together: in the 90-day data pilot, and in the Studio and Team plans.
Data pilot
$2,500 one payment, 90 days
Put FalcoScan’s data behind one real workflow for 90 days.
- ✓ MCP server and REST API access to the full catalog, with one key
- ✓ Exact opportunity, saturation and wrapper-risk scores for every listed product, not the public bands
- ✓ The graveyard exits: which products shut down and which were acquired, product by product and counted per market
- ✓ Market data: every market’s averages, heat and product counts, refreshed daily
- ✓ A set-up session with us to connect your first workflow
Studio and Team
The MCP server and the API come with these plans, alongside the Market Terminal, seats and exports.
- ✓ Studio: $149 a month, or $1,490 a year
- ✓ Team: $249 a month, or $2,490 a year
- ✓ One key for the MCP server and the API
Questions
What exactly is in the data?
One record per AI product: what it is and which of 29 markets it competes in; opportunity, saturation and wrapper-risk scores; growth signal and trend; pricing model, free tier and whether it has its own API; founding year, funding stage and headquarters country; and whether it is still operating. Market-level calls return averages, heat and product counts for every market, and per-market counts of products that have shut down or been acquired.
How fresh is it?
Market scores and aggregates refresh daily. Product liveness is re-checked in recurring sweeps across the whole catalog, which is how we can say which products have quietly disappeared. Every response reflects the catalog as it stands when you ask.
Is this a REST API?
It is one HTTPS endpoint that takes a JSON request and returns JSON, so any language that can make a POST can use it. The same endpoint speaks the Model Context Protocol, which is how AI assistants and agents connect to it. One key covers both.
What does a request allow, and are there limits?
A request is one call: a search returns up to 200 products, a market call returns every market. The data pilot and each plan have a request allowance, sized for a real workflow; it is a fair-use boundary rather than something you should hit in normal use, and it is not what you are paying for.
Can I use the data in something I sell?
The data pilot and the plans cover internal use: your research, your team, your agents. Putting the data in front of your own customers, or feeding a product you sell, needs separate terms, so tell us what you are building first.
Can I use it without a key?
Yes. Without an Authorization header, the same endpoint answers four free tools: lookup_product, ai_graveyard, list_markets and market_overview. They return a product’s public facts with opportunity, saturation and wrapper risk bands rather than exact scores, the AI Graveyard’s sourced records, and every market’s averages, each with a FalcoScan link and data date to cite. Free calls are rate limited per address. A key adds exact scores, search across the whole catalog and more rows per call.
Can I see a sample before paying?
Yes. The free tools show the shape of the data straight away. For a cut with exact scores, write to friends@falcoscan.com with the question you want to answer and we will send a sample for it.
Put a maintained AI market layer under your work
Accept the agreement, pay for the 90-day pilot, and your key is issued immediately. Or start with the free tools, no key needed, or ask for a sample cut first.