What is WaterCrawl?
Transform any website into a structured knowledge base. Perfect for training LLMs, content analysis, and data-driven applications.
Problem
Users need to manually collect and structure web data for LLM training, which is time-consuming and inefficient due to inconsistent formats and scalability challenges.
Solution
A web-based tool that lets users automatically convert websites into structured datasets using AI, enabling direct integration with LLM pipelines. Example: Extract product details from e-commerce sites as JSON for model fine-tuning.
Customers
Data scientists, AI researchers, and developers building LLM applications who require clean, organized web data at scale.
Unique Features
Specialized AI models for semantic web content extraction, automatic schema detection, and compatibility with major LLM frameworks (e.g., Hugging Face, OpenAI).
User Comments
Saves weeks of data preprocessing work
Seamless integration with our LLM training pipeline
Handles JavaScript-heavy sites effectively
Output quality surpasses traditional scrapers
Essential for rapid AI prototyping
Traction
Launched 3 months ago with 1,200+ active users, $25k MRR, and partnerships with 4 AI startups mentioned on Product Hunt.
Market Size
The global $2.3 billion web scraping solutions market (2023) is growing at 13.6% CAGR as per Grand View Research, driven by AI/ML adoption.
