POST /v1/graph/query

Reverse-index the business graph: "which firms use tech X in state Y." This is the query a stateless scraper cannot answer. It only works on a compounding, fused local-business graph. Returns clean-title facts only (never owner PII, never raw source data).

Request

POST /v1/graph/query
Content-Type: application/json
x-api-key: YOUR_KEY

At least one selective filter is required (tech, techAny, industry, state, or city). hasDomain and notTech alone are not selective enough; this bounds the query cost.

Body

Field	Type	Description
`tech`	string \| string[]	Firms using this technology (all of, when an array).
`techAny`	string[]	Firms using any of these technologies.
`notTech`	string[]	Exclude firms using these.
`industry`	string	Industry / NAICS title filter.
`state`	string	Two-letter state.
`city`	string	City.
`hasDomain`	boolean	Only firms with (or without) a website.
`limit`	number	Max results. Default 50, clamped to 200.

Arrays are capped at 25 terms each.

Example

curl -X POST https://api.superscraper.dev/v1/graph/query \
  -H "x-api-key: ss_live_xxxxxxxxxxxxxxxxxxxx" \
  -H "Content-Type: application/json" \
  -d '{"tech": "servicetitan", "state": "TX", "limit": 50}'

Response

{
  "count": 128,
  "results": [
    {
      "domain": "acmehvac.com",
      "name": "Acme HVAC LLC",
      "industry": "HVAC Contractors",
      "naics": "238220",
      "tech_stack": ["servicetitan", "wordpress"],
      "city": "Austin",
      "state": "TX",
      "employee_band": "11-50",
      "_freshness": "2026-07-10T00:00:00.000Z"
    }
  ],
  "criteria": { "tech": "servicetitan", "state": "TX", "limit": 50 }
}

Every row is a clean-title business fact. The projection never returns raw_data, owner records, phone, or email; those are stripped at the API boundary.

Errors

Status	Cause
400	no selective filter (provide `tech`, `techAny`, `industry`, `state`, or `city`)
400	invalid JSON
503	graph disabled (`GRAPH_ENABLED` not set)

Read a single record

GET /v1/graph/business/:idOrDomain returns one fused business (PII-stripped: clean-title facts + marketing summary + a signal count, never owner PII or raw payloads).

curl https://api.superscraper.dev/v1/graph/business/acmehvac.com -H "x-api-key: ss_live_..."

Notes

This is the reverse-index over the same graph Resolve writes to. The more you resolve and enrich, the richer this query gets.
Requires GRAPH_ENABLED=true on the deployment.

Resolve MCP Server