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Processing 2.7M Company Websites: BI Dataset Lessons

We share what it took to crawl and enrich 2.7M company websites—building a resilient browser pool, streaming pipeline, and AI analysis system to extract real business insights. From broken sites to hallucinating models, here are the lessons learned building a large-scale business intelligence dataset.