Web Data for LLMs

Turn any URL into LLM-ready Markdown with token accounting and RAG-friendly chunking. Web Data for LLMs gives AI agents and pipelines clean, grounded web context through residential proxies.

LLM-ready output

Pages come back as clean Markdown stripped of navigation and boilerplate, with token estimates and optional overlap-aware chunking so you can drop them straight into a RAG index or prompt.

Grounding search

Run a search, fetch the top results in parallel as Markdown, and get a citation-ready context block under a token budget — ideal for answer engines and research agents.

AI extraction

Describe the data you need and receive structured JSON, extracted from real, unblocked pages through residential IPs.