frozenclaw

Grab any web data.
Freeze it. Ship it.

FrozenClaw scrapes any website and returns clean, structured markdown ready for your AI pipeline. No JS rendering issues. No boilerplate.

# Example.com

## Product Overview

| Name | Price | Availability |
|---|---:|---|
| Polar Sensor X1 | $129 | In stock |
| Frost Lens Pro | $89 | Limited |

## Key Links
- Docs: https://example.com/docs
- API: https://example.com/api

_Last scraped: 2026-03-05T11:34:00Z_

How it works

Step 1

Paste any URL

Drop in any link. FrozenClaw handles JS rendering, auth-free scraping, bot detection.

Step 2

We extract and freeze

Playwright renders the page. GPT-4o extracts clean, structured markdown.

Step 3

Ship structured data

Get back clean markdown, tables, links via API or Python SDK.

Use cases

Real Estate

Monitor property portals, extract listings, track price changes

Compliance

Track regulatory updates from ADR, IMDG, government sources

E-Commerce

Price monitoring, product data, competitor tracking

Research

Extract structured data from any blog, paper, or documentation

Pricing

Free

100 pages/month

$0

Start building

  • 100 pages/month
  • API access
  • Community support

Developer

Most Popular

5,000 pages/month

$29/month

Most Popular

  • 5k pages/month
  • Priority scraping
  • Custom schemas
  • Email support

Business

50,000 pages/month

$149/month

Scale

  • 50k pages
  • Parallel batch
  • Custom extractors
  • SLA

API in seconds

from frozenclaw import scrape

result = scrape("https://example.com")
print(result.markdown)  # Clean markdown ->