Trusted by 1,000+ AI developers

Web Scraping for
LLM Training Data

Transform any website into clean, structured content. Perfect for fine-tuning, RAG pipelines, and training datasets.

Start Free See How It Works
nerdscrape.unifinerds.com
# Extracted Content
title: "Getting Started Guide"
words: 1,234
format: "llm-optimized"

Everything you need for LLM data collection

Powerful scraping tools designed specifically for AI and machine learning workflows.

Clean Content Extraction

Automatically removes ads, navigation, and boilerplate. Get only the content that matters for training.

LLM-Optimized Formats

Export as Markdown, JSONL, or our special LLM format with XML tags for better context preservation.

Multi-Page Crawling

Crawl entire websites with intelligent link following. Set depth limits and URL patterns.

JavaScript Rendering

Handle SPAs and dynamic content with our headless browser. No page is too complex.

RAG Chunking

Auto-chunk content for retrieval-augmented generation. Semantic or fixed-size splitting.

API Access

Full REST API for automation. Integrate scraping into your data pipelines and workflows.

PDF
Text extraction
Screenshots
Full page capture
Webhooks
Real-time notifications
Change Detection
Monitor updates

Pay only for what you use

Buy credits, use them anytime. No subscriptions, no monthly fees.

25 Free Credits

Every new account starts with 25 free credits to try NerdScrape

Credit Usage

1
credit per scrape
1
credit per crawl page
2
credits for PDF
2
credits for screenshot

Starter

Try it out

$10
Credits 100
Per credit $0.10
Buy Credits
Best Value

Value

Most popular

$25 Save 17%
Credits 300
Per credit $0.083
Buy Credits

Pro

Power users

$50 Save 30%
Credits 700
Per credit $0.071
Buy Credits

Enterprise

High volume

$100 Save 33%
Credits 1,500
Per credit $0.067
Buy Credits

All features included with every credit

All export formats API access PDF extraction Screenshots Webhooks LLM-ready output Credits never expire

Loved by AI developers

See what people are building with NerdScrape.

JC
James Chen
ML Engineer @ Startup

"NerdScrape saved us weeks of work. We scraped 50,000 technical articles for our code assistant fine-tuning. The LLM format is exactly what we needed."

SM
Sarah Miller
Data Scientist

"The RAG chunking feature is a game-changer. I can go from website to vector database in minutes instead of hours."

AK
Alex Kim
AI Researcher

"We use NerdScrape for our research papers dataset. The content extraction quality is impressive - way better than generic scrapers."

Frequently asked questions

Everything you need to know about NerdScrape.

NerdScrape is specifically designed for AI/ML workflows. We use advanced content extraction (Trafilatura) to get clean article text, and offer output formats optimized for LLM training like our XML-tagged format and JSONL exports. Regular scrapers focus on HTML - we focus on getting the actual content.
Yes! Toggle the "Use Browser" option to render pages with a full headless browser (Playwright). This handles SPAs, React apps, and any JavaScript-rendered content.
Our LLM format wraps content in XML-style tags that help models understand structure: <document>
  <title>Article Title</title>
  <source>https://example.com</source>
  <content>The article text...</content>
</document>
Pro and Enterprise plans include API access. Generate an API key from your dashboard, then make requests to our REST API. Example: curl -X POST https://nerdscrape.unifinerds.com/api/v1/scrape \
  -H "X-API-Key: your_key" \
  -d '{"url": "https://example.com"}'
You can scrape any publicly accessible website. We respect robots.txt and implement rate limiting to be a good web citizen. Please ensure you have the right to scrape and use the content according to the website's terms of service.
Yes! Cancel anytime from your dashboard. You'll retain access to paid features until the end of your billing period, then revert to the free tier.

Ready to supercharge your LLM training data?

Start scraping for free. No credit card required.

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