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AI-Powered Universal Extractor

Turn any website into a JSON API in seconds.

RobotScraping.com renders full pages in Cloudflare Browser Rendering, extracts structured data with modern LLMs (GPT-4o-mini, Claude Haiku), and logs everything into D1 + R2. No selectors. No brittle scripts. Just URLs and clean JSON.

Read Documentation

Zero-maintenance extraction

AI reads the rendered page like a human. Layout changes are no longer fatal. No CSS selectors to maintain.

Cloudflare-native speed

Workers + Browser Rendering keep latency low and scale on-demand. Sub-second extraction for most pages.

Audit-ready logs

Snapshots, token usage, and trace IDs are stored in D1 + R2 automatically. Full compliance with data regulations.

JavaScript rendering

Handles SPAs, React apps, Vue sites, and any dynamic content. Cloudflare Browser Rendering executes client-side code.

Enterprise security

HMAC-signed webhooks, API key authentication, rate limiting with D1, and full request/response logging.

Scheduled scraping

Cron-based recurring extractions with webhook delivery. Monitor prices, track inventory, or aggregate content.

Security-first

Audit-ready logs, HMAC-signed webhooks, API key authentication, and D1-based rate limiting.

Edge scale

Runs on Cloudflare Workers edge network with Browser Rendering for fast global response times.

Global reach

Scrape websites from any region with Cloudflare Browser Rendering executing near the target.

Built-in storage

D1 database for job logs and R2 for page snapshots. Full audit trail with CSV export.

Extraction pipeline

  1. 1Render the target URL with Browser Rendering (Puppeteer), block heavy assets, and distill the main content.
  2. 2Send condensed content into GPT-4o-mini or Claude Haiku with strict JSON output rules.
  3. 3Return structured data instantly, then store snapshots + logs in D1 and R2 for audit.
POST /extract
{ "url": "https://...", "fields": ["price", "title"] }
→ JSON response in < 5s

Pricing

Start free. Sign in with GitHub for 10x more daily requests. Paid plans are waitlist only (no Stripe yet).

Daily quotas

Free

Anonymous access for quick tests.

$0/ day

5 requests / day

Try the playground
  • Browser rendering
  • LLM extraction
  • Community support

GitHub

Recommended

Sign in to unlock higher daily limits.

$0/ day

50 requests / day

Sign in with GitHub
  • Personal API key
  • Usage dashboard
  • Priority reliability

Pro (Wish List)

Paid plan coming soon. Join the waitlist.

Custom/ day

Custom daily volume

Join the wish list
  • Higher limits
  • Custom models
  • Dedicated support
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Ready to ship extraction at scale?

Deploy the Worker on Cloudflare, hook your product to the API, and stop babysitting selectors.

Cloudflare Workers
D1 Logs
R2 Snapshots
Queue Ready