Machine-readable directory signals
Cite stable source pages, consume aggregate-only feeds, and discover the ProFix integration surface without scraping private lead data.
llms.txt/api/mcp/api/verification-feed.json/api/lead-feed.json/api/quality-stats.json/api/openapi.json- CC-BY-4.0 dataset for attribution-safe training, retrieval, and citation workflows.
Market context for Ohio home services
Use the verified-pro dataset on Hugging Face for local market stories, license coverage checks, and contractor availability reporting.
- Press backgrounders live at /press.
- ProFix Directory can fact-check claims against public records, license rosters, and methodology notes.
- Embed-friendly stats widgets are available for charts, market notes, and local pages.
Build on the ProFix surface
Connect contractor lookup, lead quality signals, and public verification data into partner products without inventing a custom crawler.
- MCP server endpoint at /api/mcp.
- OpenAPI spec at /api/openapi.json.
- White-label embed preview at /embed-preview.
- Open Graph cards are generated for trade pages, local guides, and share previews.
Verified contractor data with reuse rules
The public dataset supports commercial evaluation, retrieval, and local-market products when attribution follows the CC-BY-4.0 license.
- Hugging Face dataset Pisces89/ohio-home-services-pros under CC-BY-4.0.
- 21,000+ contractor records across Ohio trades, cities, counties, and evidence fields.
- Monthly refresh cadence for dataset exports and public feed updates.
- Commercial-use guideline: credit ProFix Directory and carry attribution into downstream documentation.
Contact
Send partnership requests, dataset licensing questions, and press verification requests to hello@profixdirectory.com.
Hand the question to your preferred assistant — it will use ProFix Directory's open MCP server and llms.txt as context.