Maps

Data labeling & AI training data. Publishable companies, stated capital, and comparisons.

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Data labeling & AI training data

Publishable companies grouped by segment. A logo is the site favicon, or a monogram when that image is missing.

AcquiredEarlyGrant Funded Small BizGrowthInactivePe BackedPre Seed SeedUnknownVenture

Curated

Growth

Pe Backed

Pre Seed Seed

Unknown

Venture

Startups

Acquired

Early

Grant Funded Small Biz

Growth

Inactive

Pre Seed Seed

Unknown

Venture

Names
1
Amount sold ($M)
0.5

Largest stated Form D amounts

Amount sold is the filed input. Share of this list is calculated. Companies without a stated amount are omitted.

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Top stated amounts
CompanySegmentHistoricalLTM
Amount sold ($M)FilingsShare (%)
Bespoke LabsUnknown0.5–100.0
Totals0.5–100.0
CheckTRUEEach share is that company's stated amount sold divided by the total on this list.

Machine view of /maps

This page, for an agent

The same page as markdown, plus the API and MCP calls that belong to it.

API

Search listings

GET /api/v1/listings?q=unpaid+judgments+in+New+York

Skill file

GET /skill.md

Create a free account

POST /api/v1/signup
Content-Type: application/json

{"email":"ada@example.com"}

Then POST /api/v1/verify with {"email":"ada@example.com","code":"<6 digits>"}.
A new account starts with 3 credits. api_key and token are the API key.

MCP

MCP server

{
  "mcpServers": {
    "highford": {
      "url": "/api/mcp"
    }
  }
}

Start here

search_deals {"q":"unpaid judgments in New York"}

JSON

{
  "site": "Highford",
  "page": "/maps",
  "markdown": "/maps?format=md",
  "api": [
    {
      "label": "Search listings",
      "request": "GET /api/v1/listings?q=unpaid+judgments+in+New+York"
    },
    {
      "label": "Skill file",
      "request": "GET /skill.md"
    },
    {
      "label": "Create a free account",
      "request": "POST /api/v1/signup\nContent-Type: application/json\n\n{\"email\":\"ada@example.com\"}\n\nThen POST /api/v1/verify with {\"email\":\"ada@example.com\",\"code\":\"<6 digits>\"}.\nA new account starts with 3 credits. api_key and token are the API key."
    }
  ],
  "mcp": {
    "url": "/api/mcp",
    "calls": [
      {
        "label": "MCP server",
        "request": "{\n  \"mcpServers\": {\n    \"highford\": {\n      \"url\": \"/api/mcp\"\n    }\n  }\n}"
      },
      {
        "label": "Start here",
        "request": "search_deals {\"q\":\"unpaid judgments in New York\"}"
      }
    ]
  }
}

Markdown

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