Step 1
Paste any URL
Drop in any link. FrozenClaw handles JS rendering, auth-free scraping, bot detection.
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_Step 1
Drop in any link. FrozenClaw handles JS rendering, auth-free scraping, bot detection.
Step 2
Playwright renders the page. GPT-4o extracts clean, structured markdown.
Step 3
Get back clean markdown, tables, links via API or Python SDK.
Monitor property portals, extract listings, track price changes
Track regulatory updates from ADR, IMDG, government sources
Price monitoring, product data, competitor tracking
Extract structured data from any blog, paper, or documentation
100 pages/month
$0
Start building
5,000 pages/month
$29/month
Most Popular
50,000 pages/month
$149/month
Scale
from frozenclaw import scrape
result = scrape("https://example.com")
print(result.markdown) # Clean markdown ->