v4.0.0
Major ReleaseMulti-Source Enrichment. AI-assisted web search brings 83% accuracy on uncached lookups, new contact fields, email discovery, and multi-source orchestration with per-field confidence scores.
Multi-Source Enrichment
AI-assisted web searchAI-assisted web search fills remaining data gaps from public web sources — 83% accuracy on uncached lookups. Enriches company data using publicly available information from the web.
New fields: email_pattern, company_phone, company_email, ceo_nameFour new contact-oriented fields added to the company profile response. Email pattern detection, company phone, general contact email, and CEO/founder name.
Email discovery pipelineMX record check + SMTP verification + pattern detection for reliable email format discovery.
Multi-Source Orchestration
7-source data pipelineWebsite HTML parsing → DNS/WHOIS records → Tech fingerprinting → SEC EDGAR → Wikidata SPARQL → SMTP/MX verification → AI-assisted web search. Sources are queried in parallel and results are merged with smart conflict resolution.
Confidence scores per field (0.0–1.0)Every field in the response now includes a confidence score indicating data reliability. Higher scores mean more sources agreed on the value.
Hybrid cache enrichmentCached companies are now enriched with v4 fields on first request. Existing cache entries get new enrichment fields without requiring a full refresh.