By capability · AI web scraper

AI web scraper that turns websites into LLM-ready data

An AI web scraper should hand you data your model can use, not raw HTML you still have to clean. ClawEngine crawls a public page, renders its JavaScript, strips the boilerplate, and returns clean markdown or typed JSON in a single API call. No proxy pool to rotate, no headless browser fleet to babysit.

Point it at a docs site, a product catalog or an article, define a schema when you want structured fields, and get back exactly what your RAG pipeline or AI agent needs. ClawEngine works on public and permitted data only, respects robots.txt and site Terms of Service, and honors crawl-delay, so you scrape responsibly by default.

or try it below ↓

Clean markdown & JSON · JavaScript rendered · robots.txt respected

Live Extraction

Endpoint · POST /v1/extract

GET

try:

Hit Extract to turn this page into clean, LLM-ready data.

robots.txt respected · public data only

Markdown · JSON · structured fields, from one API call. Crawling, rendering and extracting ...

CRAWL RENDER JS EXTRACT MARKDOWN JSON

Any URL in LLM-ready data out

robots.txt respected public data only

Why it works

What you get with ai web scraper

Clean data, not raw HTML

ClawEngine renders the page, strips navigation, ads and boilerplate, and returns clean markdown or JSON your model can read straight away.

One call does it all

Crawl, render JavaScript and extract structured fields in a single request, so you skip the proxy, browser and parsing infrastructure entirely.

Compliance-first by default

It works on public, permitted pages only, respects robots.txt and Terms of Service, and honors crawl-delay, so responsible scraping is the default.

What it handles

Any URL in, clean structured data out

Point ClawEngine at a public page and it crawls, renders the JavaScript and extracts clean markdown or typed JSON in one call. Define a schema for structured fields, and respect robots.txt and Terms of Service by default.

Crawls and renders public pages in one call
Returns clean markdown or typed JSON
Strips boilerplate so output is LLM-ready
Extracts structured fields to a schema you define
Scales without proxy or browser ops
Respects robots.txt, ToS and crawl-delay

POST /v1/extract extraction result

200 · JSON

{
  "url": "https://example.com/products/atlas",
  "title": "Atlas Field Notebook",
  "markdown": "# Atlas Field Notebook\n\nDurable...",
  "data": {
    "name": "Atlas Field Notebook",
    "price": 24.00,
    "currency": "USD",
    "rating": 4.7
  },
  "links": [ "/products", "/cart" ],
  "metadata": { "rendered": true }
}

JS rendered · boilerplate stripped ✓ robots.txt respected

Why ClawEngine

One API that crawls, renders and extracts

Not a raw HTML dump, not a headless browser fleet to run, and not a brittle parser to maintain. One call crawls a public page, renders its JavaScript and returns clean markdown or typed JSON, built for RAG pipelines and AI agents.

LLM-ready output

Clean markdown or typed JSON with the boilerplate stripped, so the data drops straight into a vector store, a prompt or an agent without a cleanup step.

JavaScript rendered

Each page loads in a real browser environment before extraction, so single-page apps and client-rendered content come back complete, not as an empty shell.

Compliance-first

ClawEngine works on public, permitted data only. It respects robots.txt and site Terms of Service and honors crawl-delay, so responsible scraping is the default.

Good questions

Questions about ai web scraper

It returns clean markdown or typed JSON for any public page you point it at, with boilerplate stripped and JavaScript already rendered. Define a schema and you also get structured fields, ready to embed into a RAG pipeline or hand to an AI agent.

ClawEngine is built for public and permitted data only. It respects robots.txt and site Terms of Service and honors crawl-delay. You are responsible for ensuring you have the right to crawl a given site, and the API never targets logins, paywalls or private data.

Read every web scraping question

Explore more

More ways to turn the web into data with ClawEngine

See every use case See pricing Back to the web scraping API

Stop wrangling raw HTML. Get LLM-ready data.

Point ClawEngine at a public page and one call crawls, renders the JavaScript and extracts clean markdown or typed JSON, ready for your RAG pipeline or AI agent. Public, permitted data only.

See pricing

Crawl · render JS · extract markdown & JSON · robots.txt respected, public data only