The AI market,
in one API call.

Name: Falcoscan AI market catalog
Creator: Falcoscan

7,031 AI products across 29 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.

Get API access See the data

request

curl https://falcoscan.com/api/mcp \
  -H "Authorization: Bearer $FALCOSCAN_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "jsonrpc": "2.0", "id": 1, "method": "tools/call",
    "params": {
      "name": "search_tools",
      "arguments": { "category": "Healthcare", "min_opportunity": 85 }
    }
  }'

one result — a real record

{
  "slug": "deepmind-alphafold",
  "name": "DeepMind AlphaFold",
  "tagline": "AI protein structure prediction for drug discovery",
  "category": "Healthcare",
  "website_url": "https://alphafold.ebi.ac.uk",
  "opportunity_score": 88,
  "saturation_score": 6,
  "growth_signal": "hot",
  "trend_direction": "up",
  "wrapper_risk_score": 10,
  "pricing_type": "free",
  "has_free_tier": true,
  "has_api": true,
  "founded_year": 2021,
  "funding_stage": "public",
  "hq_country": "United Kingdom",
  "operating_status": null,
  "is_dead": false,
  "rating": 4.9
}

Live from the catalog, 2026-09-18. Scroll for all 19 fields.

7,031

AI products tracked

6,442

confirmed live

markets scored

countries

751

shut down or acquired

Liveness from the sweep of 7,030 products on 2026-09-16: 589 gone, 162 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.

POST /api/mcp

HTTPS + JSON, for your systems

Send a JSON request, get JSON back. Pull it into a notebook, a warehouse job, a CRM enrichment step or a dashboard. Any language that can make a POST.

Claude · Cursor · agents

MCP, for your AI tools

Connect Claude, Cursor or your own agents and ask about the AI market in plain English. How MCP works →

What's in every record

Nineteen fields per product, the same ones the Workspace is built on.

name · slug · tagline · url

Identity

What the product is, and where to find it.

category · opportunity · saturation

Market position

Which of 29 markets it competes in, how much room that market holds, and how crowded it already is.

wrapper_risk_score

Defensibility

How much of the product is its own, and how much is a thin layer over someone else’s model.

growth_signal · trend_direction

Momentum

Hot, rising, stable or cooling, and which way it is heading.

pricing · free tier · has_api · rating

Business

How it charges, whether you can try it free, and whether it ships its own API.

founded · stage · hq · status

Company and liveness

Founding year, last funding stage, headquarters, and whether it is still operating — checked, not assumed.

See where the room is

All 29 markets, from the same data a single call returns. Top-left is opportunity nobody has crowded yet — 10 markets sit there today. Hover any point.

Open — opportunity 70+, saturation under 30 Every other market

View as a table

Market	Opportunity	Saturation	Heat	Live products
Healthcare	82	11	82	137
Legal	80	11	82	83
3D & AR/VR	77	13	77	68
Gaming	78	14	76	57
Real Estate	76	13	76	82
Research	76	14	75	87
Avatars	75	15	79	66
Music	73	19	74	61
Human Resources	73	19	73	96
Automation	72	23	71	125
Search & SEO	69	24	66	68
AI Models	73	30	75	313
Agents	73	31	73	344
Security	68	33	73	257
Data	68	33	73	309
Finance	67	35	69	281
Ecommerce	65	36	66	304
Support	67	39	62	230
Voice	66	41	67	272
Learning	63	42	60	258
Video	63	43	63	296
Sales	64	44	63	276
Productivity	63	46	56	303
Coding	60	44	62	422
Design	53	41	57	358
Marketing	58	49	57	280
Social	54	56	48	266
Image	49	52	56	392
Writing	40	64	42	351

Market averages, live on 2026-09-18. Method: how every score is calculated.

What teams build with it

Market maps that stay current

Every product in a category, scored and sorted, refreshed without anyone re-researching it.

Competitor monitoring

Watch a category for new entrants, cooling incumbents and products that quietly shut down.

Investment diligence

Check how crowded a startup’s market really is, and how defensible it looks against the field.

Sourcing lists

Filter to high-opportunity products in low-saturation markets and start from a shortlist, not a search.

Record enrichment

Add market, scores and liveness to the AI companies already in your CRM or warehouse.

Research you can cite

Numbers with a capture date and a published method, so a figure in your deck survives scrutiny.

Plans

Every plan includes both the API and the MCP server, and both come with Studio and Team subscriptions. Pricing is shown once you are signed in.

Prove one workflow

Design Partner

Put the data behind one real workflow and see whether it holds up.

✓ MCP server and HTTPS API, one key
✓ 25,000 requests over 90 days
✓ Guided support
✓ Internal use licence

Run one recurring workflow

Annual MCP and API

A maintained intelligence layer your workflow can depend on.

✓ MCP server and HTTPS API, one key
✓ 100,000 requests over the year
✓ Standard support
✓ Internal use licence

Embed at scale

Enterprise

Embedded, customer-facing or high-volume use.

✓ MCP server and HTTPS API, one key
✓ Volume sized to the workflow
✓ Dedicated support
✓ Terms for customer-facing and embedded use

Talk to us

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 all 29 markets. Each plan has a request allowance for its term, sized for a real workflow; it is a fair-use boundary rather than something you should hit in normal use.

Can I use the data in something I sell?

The standard licence covers internal use: your research, your team, your agents. Putting the data in front of your own customers, or feeding a product you sell, needs Enterprise terms — tell us what you are building.

Can I see a sample before paying?

Yes. Write to friends@falcoscan.com with the question you want to answer and we will send a sample cut of the data for it.

Put a maintained AI market layer under your work

Accept the licence, choose a plan, and your key is issued immediately. Or ask for a sample cut first.

Get API access Ask for a sample