Firecrawl is a web scraping API that converts websites into clean markdown or structured data — perfect for feeding content to LLMs.
What You Get for Free (Free Tier)
- 500 credits/month — scrape pages for free
- Markdown output — clean markdown from any webpage
- Structured extraction — extract specific data with LLM
- Crawl — follow links and scrape entire sites
- Map — get all URLs from a domain
- Screenshot — capture page screenshots
- JavaScript rendering — handles SPAs and dynamic content
- Anti-blocking — proxy rotation, CAPTCHA solving
- SDKs — Python, Node.js, Go, Rust
Quick Start
from firecrawl import FirecrawlApp
app = FirecrawlApp(api_key='fc-...')
# Scrape a single page → markdown
result = app.scrape_url('https://example.com/blog/post-1')
print(result['markdown']) # clean markdown content
# Extract structured data
result = app.scrape_url('https://example.com/product', {
'formats': ['extract'],
'extract': {
'schema': {
'type': 'object',
'properties': {
'name': {'type': 'string'},
'price': {'type': 'number'},
'features': {'type': 'array', 'items': {'type': 'string'}}
}
}
}
})
Why Developers Switch from BeautifulSoup
BeautifulSoup requires handling proxies, JavaScript, and parsing yourself:
- One API call — no Playwright setup, no proxy management
- Clean markdown — perfect for RAG and LLM ingestion
- Structured extraction — LLM-powered data extraction
- Anti-blocking — handles CAPTCHAs and IP blocks
A RAG pipeline using BeautifulSoup broke on 30% of sites (JavaScript-rendered). After Firecrawl: 99% success rate, clean markdown output, one API call per page.
Need Custom Data Solutions?
I build production-grade scrapers and data pipelines for startups, agencies, and research teams.
Browse 88+ ready-made scrapers on Apify → — Reddit, HN, LinkedIn, Google, Amazon, and more.
Custom project? Email me: spinov001@gmail.com — fast turnaround, fair pricing.
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