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AI & LLM

Train Your LLM with Clean,
Public Web Data

Scrape the public web with precision; forum threads, longform content, public knowledge graphs, and metadata from any site.

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Start scraping today with 1000 free credits. No Credit Card Required

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Use Cases
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Train LLMs with Domain-Specific
Web Content

Collect structured data in Markdown format from niche forums, blogs, research hubs, and product review sites, ideal for vertical LLMs or fine-tuning existing models

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Use a Crawler to Feed Entire Websites
to Your LLM

Scrape.do powers a crawler-like experience where you send a single URL and retrieve structured, rendered, and navigated content, ideal for feeding model-ready data into AI pipelines.

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AI & LLM

Scrape.do Handles the Hard Part

100M+ Residential, Mobile, and Datacenter IPs in 150+ Countries
Built-in WAF & Anti-Bot Bypass (Cloudflare, Akamai, DataDome, and more)
JavaScript Rendering and UI Interactions
Real Browser Headers and TLS Fingerprints
Pay Only for Successful Requests
Simple API Call, No Infrastructure Needed

Reliable, Scalable,Unstoppable Web Scraping

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F.A.Q

Frequently Asked Questions.

Get answers to commonly asked questions.

Yes. You can use Scrape.do to collect large-scale public data from across the web including forums, news, reviews, articles, and academic sources to structure for model training.

Scrape.do returns raw HTML by default and you can change output using output= to return .md or .json formats, which are perfect for LLM use.

Yes. You can use URL normalization, content hashing, or domain-specific selectors alongside Scrape.do to deduplicate at scale with minimal overhead.

Absolutely. Scrape.do is API-first and language-agnostic which makes it easy to plug into any training stack from local scripts to production-scale ingestion workflows.