Initial release for finding public Thumbtack professionals by service category and US location or by direct profile URL.
Structured lead records include business identity, ratings, reviews, hire and experience signals, badges, pricing context, media, and canonical profile links.
Supports JSON, CSV, Excel, API, scheduling, webhooks, and MCP workflows through Apify.
Reliability
Resolves Thumbtack's browser challenge and extracts embedded structured state before falling back to rendered content.
Validates direct URLs and applies filters fail-closed to avoid out-of-scope or misleading records.