ShopGraph
The extraction API that shows its work. Send a URL or raw HTML, get structured JSON with per-field confidence scoring and extraction provenance — every field shows which method produced it (Schema.org, LLM inference, or headless browser) and how confident the system is. Set strict_confidence_threshold and uncertain fields are removed server-side before they reach your agent. 50 free calls/month.
Website: https://shopgraph.dev | API: https://shopgraph.dev/api/enrich/basic | MCP: https://shopgraph.dev/mcp
UCP output validated with ucp-schema v1.1.0 — the official Universal Commerce Protocol schema validator.
Quick Start
code hiddenReturns structured JSON with per-field confidence scores:
code hiddenTools / Endpoints
| Tool | REST Endpoint | Price | What It Does |
|---|---|---|---|
enrich_basic |
POST /api/enrich/basic |
Free (shared quota) | Schema.org extraction only. Fast, zero LLM cost. |
enrich_product |
POST /api/enrich |
Free 50/mo, then subscription or $0.02/call | Full pipeline with per-field confidence scoring and extraction provenance. |
enrich_html |
POST /api/enrich/html |
Subscription or $0.02/call | Bring your own HTML. Works with Bright Data, Firecrawl, or any fetch/proxy tool. |
