Stop writing CSS selectors that break every week. Describe what data you want in plain English — AI extracts structured JSON automatically. 130+ API endpoints. Advanced anti-detection & stealth browsing. SEO & SERP analysis included. MCP server for Claude/Cursor. 6 output formats including LLM-ready. Schedule and monitor changes automatically. Free tier, no credit card needed. Built by a solo dev who was tired of maintaining broken scrapers.

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, observability, and cost control I’d love feedback from anyone working on scraping, RAG pipelines, or company/product intelligence. Happy to answer questions 🙌

Week 1 Update from the maker

Honest update: we launched last week with zero community prep and got 1 upvote. That stung. But the product is real and growing.

What makes LucidExtractor different:

130+ API endpoints for scraping, crawling, and SEO analysis
- AI extraction: describe what you want in plain English, get structured JSON back
- MCP server so Claude/Cursor can scrape the web natively
- 6 output formats including LLM-ready markdown
- Free tier with 500 credits, no credit card required

What I learned from this launch: Product Hunt isn't a launch button. It's a community event. You need followers, engagement, and a video demo BEFORE you go live. I had none of that.

If you try it out, I'd genuinely love to hear what you think — what's missing, what's confusing, what would make you switch from your current scraping setup.

Try it free: https://lucidextractor.liceron.in