Developer Documentation

curl -H "Authorization: Bearer lk_live_YOUR_KEY_HERE" \
  https://www.limnlabs.ai/api/v1/gaps

Test the API in your browser

Fetch live gap data from GET /api/v1/gaps. Leave the API key blank to use public access.

List structural market gaps. Returns paginated gap records filtered by domain, minimum score, and other criteria.

curl -s "https://www.limnlabs.ai/api/v1/gaps?domain=saas-crm&limit=5&min_score=0.7" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Accept: application/json"

import requests

resp = requests.get(
    "https://www.limnlabs.ai/api/v1/gaps",
    params={"domain": "saas-crm", "limit": 5, "min_score": 0.7},
    headers={"Authorization": "Bearer YOUR_API_KEY"},
)
data = resp.json()
for gap in data["gaps"]:
    print(gap["title"], gap["score"])

{
  "gaps": [
    {
      "id": "gap_01HXYZ123ABC",
      "domain": "saas-crm",
      "title": "AI-native pipeline forecasting for SMB",
      "score": 0.87,
      "tam_usd": 4200000000,
      "signal_count": 14,
      "status": "active",
      "created_at": "2026-03-01T00:00:00Z"
    }
  ],
  "total": 142,
  "limit": 20,
  "offset": 0
}

Retrieve a single gap record by ID. Returns full detail including signal breakdown, TAM estimate, and related vendor map.

System health check. Returns current API status, uptime, and database connectivity. No authentication required.

Retrieve current pricing tier information. Returns subscription tier definitions and TAM analysis pricing.

Gap velocity statistics. Returns trend data showing how quickly new gaps are being identified across domains.

Prediction accuracy and track record. Returns historical data on Limn Labs gap predictions and their eventual market outcomes.

Register a new API key. Requires an account email and optionally a tier. Returns the API key — store it securely, it will not be shown again.

Create a Stripe checkout session. Returns a redirect URL for payment processing. Supports subscription tiers and TAM analysis engagements.