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Yukendiran Jayachandiranleft a comment
Hey Product Hunt 👋 I’m Yukendiran, founder of Liceron. I built this after repeatedly struggling with brittle scrapers and expensive, token-heavy LLM pipelines that worked in demos but failed in production. LucidExtractor focuses on production reality: Structured extraction with validation Homepage-first, token-efficient crawling LLMs used only when strictly needed Built for scale,...
LucidextractorAI-ready data infrastructure — crawl, extract, validate
Yukendiran Jayachandiranstarted a discussion
What’s the hardest part of web scraping in production today?
I’m curious — for teams running scraping or data extraction in production, what breaks the most? Is it: JS-heavy websites? Frequent DOM changes? Anti-bot protection? LLM cost & hallucinations? Keeping extracted data consistent over time? I’m building LucidExtractor after facing many of these issues myself, and I’d love to learn how others are handling this in the real world.