Data Marketplace API

Public API for querying AINative's enriched business datasets. These datasets are packaged with ZeroTime products to provide day-one intelligence — pre-loaded prospects, domain intelligence, and industry benchmarks.

Base URL: https://api.ainative.studio/api/v1/public/data

Overview

Dataset	Records	Description
SMB Directory	500K+	US businesses across NYC, SF, LA, Seattle, Austin
WHOIS Enrichment	360+	Domain intelligence — org names, infrastructure, age
Montana Livestock	13	Licensed auction markets (acquisition targets)
Montana Web3	39	Crypto mining, blockchain startups, regulations
SC County Parcels	97K	Santa Cruz County property data

All endpoints support pagination, search, and filtering.

Authentication

Data Marketplace endpoints are public — no API key required for read access. Rate limited to 60 requests/minute.

Endpoints

GET /data/stats

Returns record counts and metadata for all available datasets.

curl https://api.ainative.studio/api/v1/public/data/stats

Response:

{
  "datasets": [
    {
      "dataset": "smb_businesses",
      "total_records": 500000,
      "last_updated": "2026-06-14T02:00:00Z",
      "description": "US SMB Directory — 500K+ businesses across NYC, SF, LA, Seattle, Austin"
    }
  ],
  "total_records": 597684
}

GET /data/smb-directory

Search and filter the US SMB business directory.

Parameter	Type	Default	Description
`page`	int	1	Page number
`per_page`	int	50	Results per page (max 500)
`search`	string	—	Search business name, DBA, or category
`city`	string	—	Filter by city: `nyc`, `sf`, `la`, `seattle`, `austin`
`tech_only`	bool	false	Only return tech/AI/SaaS companies

## Search for AI companies in San Francisco
curl "https://api.ainative.studio/api/v1/public/data/smb-directory?search=artificial+intelligence&city=sf&tech_only=true"

Response:

{
  "data": [
    {
      "business_name": "OpenAI LLC",
      "category": "Software Publishers",
      "city": "San Francisco",
      "state": "CA",
      "is_tech": true,
      "naics": "5112"
    }
  ],
  "total": 1234,
  "page": 1,
  "per_page": 50,
  "has_more": true
}

GET /data/whois-enrichment

Query WHOIS domain intelligence — org names, registrar, infrastructure provider, domain age.

Parameter	Type	Default	Description
`page`	int	1	Page number
`per_page`	int	50	Results per page (max 500)
`search`	string	—	Search domain or org name
`infrastructure`	string	—	Filter by infra: `AWS`, `Cloudflare`, `Google Cloud`, `Azure`, `GoDaddy`

## Find companies using AWS infrastructure
curl "https://api.ainative.studio/api/v1/public/data/whois-enrichment?infrastructure=AWS&per_page=10"

Response:

{
  "data": [
    {
      "domain": "stripe.com",
      "org_name": "Stripe Inc",
      "registrar": "Safenames Ltd",
      "infrastructure": "AWS",
      "domain_age_days": 11234,
      "country": "US"
    }
  ],
  "total": 59,
  "page": 1,
  "per_page": 10,
  "has_more": true
}

GET /data/montana/livestock

Montana livestock auction markets — 13 licensed markets flagged as acquisition targets.

Parameter	Type	Default	Description
`search`	string	—	Search by name, city, or county
`acquisition_targets_only`	bool	false	Only show acquisition targets

curl "https://api.ainative.studio/api/v1/public/data/montana/livestock?acquisition_targets_only=true"

GET /data/montana/web3

Montana Web3/Crypto ecosystem — mining operations, startups, regulations, ATM operators.

Parameter	Type	Default	Description
`search`	string	—	Search name, type, city, or description
`entity_type`	string	—	Filter: `bitcoin_mining`, `blockchain_startup`, `stablecoin`, `consulting`, `bitcoin_atm`, `regulation`, `legislator_champion`

## Find all Bitcoin mining operations
curl "https://api.ainative.studio/api/v1/public/data/montana/web3?entity_type=bitcoin_mining"

GET /data/sc-county/parcels

Santa Cruz County property parcels — 97K properties with address, use type, zoning.

Parameter	Type	Default	Description
`search`	string	—	Search address, APN, or use type
`city`	string	—	Filter: `SANTA CRUZ`, `WATSONVILLE`, `APTOS`, `SCOTTS VALLEY`, `CAPITOLA`
`use_type`	string	—	Filter by use description

## Find commercial properties in Santa Cruz
curl "https://api.ainative.studio/api/v1/public/data/sc-county/parcels?city=SANTA+CRUZ&search=commercial"

GET /data/seed

Get industry-relevant seed data to pre-populate a new ZeroDB project. Returns prospects from the SMB directory and WHOIS domain intelligence matching the selected industry.

Parameter	Type	Default	Description
`industry`	string	`general`	Industry: `saas`, `ecommerce`, `finance`, `healthcare`, `realestate`, `general`
`city`	string	—	City key: `nyc`, `sf`, `la`, `seattle`, `austin`
`limit`	int	500	Number of prospects (10–5000)

## Get SaaS prospects in San Francisco
curl "https://api.ainative.studio/api/v1/public/data/seed?industry=saas&city=sf&limit=100"

Response:

{
  "prospects": [
    {
      "business_name": "Acme SaaS Inc",
      "category": "Software Publishers",
      "city": "San Francisco",
      "is_tech": true
    }
  ],
  "domains": [
    {
      "domain": "acme.com",
      "org_name": "Acme Inc",
      "infrastructure": "AWS",
      "domain_age_days": 3650
    }
  ],
  "stats": {
    "industry": "saas",
    "city": "sf",
    "prospects_count": 100,
    "domains_count": 54
  }
}

GET /data/industries

List available industry categories for seed data.

curl "https://api.ainative.studio/api/v1/public/data/industries"

POST /data/lead-score

Calculate a lead score (0–100) for a business prospect based on available signals.

Request body:

{
  "business_name": "Acme AI Labs",
  "is_tech": true,
  "phone": "555-1234",
  "city_key": "sf"
}

curl -X POST "https://api.ainative.studio/api/v1/public/data/lead-score" \
  -H "Content-Type: application/json" \
  -d '{"business_name":"Acme AI Labs","is_tech":true,"phone":"555-1234","city_key":"sf"}'

Response:

{
  "score": 50.0,
  "grade": "C",
  "factors": {
    "is_tech": true,
    "has_phone": true,
    "city": "sf"
  }
}

Scoring factors:

Factor	Points	Condition
Tech/SaaS company	+30	`is_tech = true`
Has WHOIS data	+15	Domain enriched
Modern infrastructure	+15	AWS, Cloudflare, GCP, Azure, Vercel
Has phone number	+10	Contact available
Top tech city	+10	NYC, SF, LA, Seattle, Austin
Known org name	+10	WHOIS org not redacted
Domain age > 2 years	+10	Established business

Data Refresh Schedule

Dataset	Frequency	Schedule
SMB Directory	Weekly	Sunday 2 AM PT
WHOIS Enrichment	Weekly	Wednesday 3 AM PT
Montana Livestock	Weekly	Sunday 4 AM PT
Montana Web3	Weekly	Sunday 4:30 AM PT
SC County Parcels	Monthly	1st of month, 5 AM PT

Use Cases

ZeroPipeline (CRM) — Pre-loaded Prospects

Query /data/seed?industry=saas&city=sf on project creation to give sales teams 500+ qualified prospects on day one.

ZeroInvoice — Vendor Lookup

Search /data/smb-directory?search=<vendor_name> to auto-populate vendor details when creating invoices.

ZeroCommerce — Competitor Intelligence

Query /data/whois-enrichment?infrastructure=Cloudflare to identify competitors using similar infrastructure.

AcquireOS — Acquisition Targets

Query /data/montana/livestock?acquisition_targets_only=true for vetted acquisition targets with contact info.