What is Clean docs for LLMs?
Crawl docs and compose optimized llm.txt files. Crawls any documentation site and produces clean, optimized text files perfect for LLM context windows. Fast, deterministic, and robots-aware.
Problem
Users need to manually crawl documentation sites and format text files for LLMs, facing time-consuming manual crawling, inconsistent formatting, and inefficient handling of large documentation sets.
Solution
A web-based tool that automatically crawls documentation sites and generates optimized, LLM-ready text files. Users input a URL, and the tool crawls the site, extracts content, and compresses it into clean text files suitable for LLM context windows (e.g., creating llms.txt from a React documentation site).
Customers
Developers, data scientists, and technical writers working with LLMs who require structured, context-ready data from documentation.
Unique Features
Robots.txt-aware crawling to respect website policies, deterministic content extraction to avoid duplicates, and context-window optimization for LLM efficiency.
User Comments
Saves hours of manual data prep
Seamless integration with LLM pipelines
Accurate text compression without data loss
Simple UI for non-technical users
Reliable robots.txt compliance
Traction
Launched 6 months ago, 5,000+ active users, $10k MRR, crawled 100+ documentation sites (e.g., Stripe API, Next.js docs). Founder has 2.3K followers on X.
Market Size
The global AI data preparation market, critical for LLM training, is projected to reach $8.7 billion by 2030 (Grand View Research, 2023).
