Extruct replaces static databases and fragile GPT stacks with research-grade, explainable answers — ready for your CRM or pipeline.
"We type what we want, it builds the list, researches everything, drops it in Affinity CRM. Game changer.
Any question, any data point
GTM signals • Tech stack • Competitive intelligence • Custom fields • Business logic
Deep research, not scraping
Multi-source verification • Entity disambiguation • Cross-checked facts • Source attribution
JSON-ready for any system
CRM enrichment • Lead scoring • Custom integrations • Automated decisions
Native integrations with CRMs, automation platforms, and your custom workflows.
Production-grade reliability you can build on.
From Silicon Valley startups to Polish contractors to Australian micro-grids.
You're never limited to a catalog. Define any field in plain English or JSON, and our agents do the research.
We're not another database. We're programmable research infrastructure.
| Extruct AI | Legacy Vendors(Clearbit, Apollo, ZoomInfo) | LLM + Website(Firecrawl + OpenAI) | |
|---|---|---|---|
Flexibility | Define any intelligence schema in one place | Limited to fixed, vendor-defined fields | Website-only, no multi-source research |
Coverage | Any company with a web presence, globally | Cherry-picked segments, mostly US tech | Limited by basic proxy success rates |
Data Freshness | Real-time research on every request | Monthly or quarterly database refreshes | Real-time when it works |
Data Quality | Multi-source verification with advanced agents | Black box data with no provenance | Single-source, prone to hallucinations |
Infrastructure | Zero-ops, built for scale, single API | Stitch together multiple vendors and maintain | DIY proxies, retries, orchestration nightmare |
Integrations | Native n8n, Affinity, HubSpot included | Expensive add-ons or custom builds | Build everything yourself |
"Other vendors fall short analyzing niche markets like Peru or Egypt. Extruct's agents found opportunities our traditional tools completely missed."
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