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Scrape.do

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Scrape.do helps you gather clean, structured data from any website, even complex ones with anti-bot measures or CAPTCHAs. It's perfect for training AI models and LLMs, providing data in formats like Markdown or JSON without needing you to manage technical infrastructure.

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OverviewFeaturesUse CasesFAQIntegrationsPricing

About Scrape.do

Who It's For

Scrape.do is for anyone needing web data for AI models or projects. This includes developers and businesses in e-commerce or finance. It helps users get clean, structured web content without complex technical issues.

What You Get

You receive high-quality web data, ready for AI training, in Markdown or JSON. The tool bypasses anti-bot systems, solves CAPTCHAs, and handles dynamic JavaScript pages. You also get access to many IP addresses and can target specific regions.

How It Works

You send a simple API call with your target website. Scrape.do uses AI-powered scraping, automatic proxy rotation, and headless browsers to fetch the content. It navigates complex sites and delivers clean data, removing the need for you to manage technical setup.

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Features & Capabilities

🛡️ Anti-Detection & Bypass

Anti-Bot Bypass

Bypasses advanced bot detection systems including Cloudflare, Akamai, and DataDome.

CAPTCHA Handling

Automatically solves various CAPTCHAs to ensure uninterrupted web scraping.

Dynamic TLS Fingerprinting

Mimics real browser TLS fingerprints to avoid detection and ensure successful requests.

Header and User Agent Rotator

Automatically rotates HTTP headers and user agents to simulate diverse browser activity.

⚙️ Core Scraping Engine

Headless Browser

Renders JavaScript-heavy pages and interacts with UI elements for comprehensive data capture.

Automatic Proxy Rotation

Manages a vast network of 100M+ residential, mobile, and datacenter IPs across 150+ countries.

Asynchronous Web Scraper

Supports high-speed, concurrent scraping operations for efficient and scalable data collection.

Geo-Targeting

Allows users to scrape data from specific geographic locations worldwide.

💡 LLM & Data Preparation

LLM-Ready Data Extraction

Specifically designed to extract clean, public web data suitable for training Large Language Models.

Structured Content Output

Delivers scraped content in Markdown (.md) or JSON (.json) formats, optimized for direct LLM ingestion.

Crawler-like Functionality

Facilitates feeding entire websites into LLMs by processing a single starting URL to retrieve all relevant content.

Seamless API Integration

Provides an API-first solution for easy integration into existing data labeling and training pipelines.

Use Cases

Automating LLM Training Data Collection

AI developers and researchers frequently struggle to acquire clean, domain-specific web data for training or fine-tuning their LLMs. Scrape.do provides a robust API that bypasses anti-bot measures and renders dynamic content, collecting structured web data in LLM-ready formats like Markdown or JSON for direct integration into AI pipelines. This eliminates the need for complex infrastructure management while ensuring data quality.

AI & LLMFor: AI/ML Engineers, Data Scientists, LLM Developers

Enhancing Market and Competitive Intelligence

Businesses across various sectors need current market data, competitive pricing, and industry trends for strategic decision-making, but manual data collection is time-consuming and prone to blocking. Scrape.do enables automated, large-scale extraction of dynamic web content, pricing, product reviews, and news from competitor sites and industry sources, providing timely insights despite sophisticated anti-bot defenses.

E-Commerce, Marketing, Finance, Real Estate, TravelFor: Market Analysts, Business Intelligence Teams, Product Managers

Powering Niche Content & Data Aggregators

Building platforms that demand a constant, specific content stream, such as specialized news or industry-specific articles from forums, is challenging due to website variety and anti-scraping technologies. Scrape.do offers a reliable and scalable solution for content aggregation, bypassing blockers and rendering JavaScript, to ensure a steady supply of structured data for vertical applications or internal knowledge bases.

Media, Information Services, SaaS DevelopmentFor: Data Product Managers, Developers, Content Strategists

Real-Time Dynamic Pricing & Inventory Monitoring

E-commerce and travel businesses must continuously monitor competitor pricing, product availability, and booking information to remain competitive and optimize strategies. Scrape.do's geo-targeting, headless browser, and anti-bot features allow for accurate, real-time extraction of dynamic data from online stores, booking platforms, and marketplaces, enabling swift reactions to market shifts.

E-Commerce, TravelFor: Pricing Analysts, E-commerce Managers, Business Operations Teams

Frequently asked questions

Tags

data extractionweb scrapingstructured dataanti-bot bypassweb data collection

Specifications

Deployment
Browser
API
Cloud
Target Audience
Individual
Startup
Business
Enterprise
Complexity
Expert

Pricing

Free

Per monthly

Free
  • 1000 Credit
  • 5 Concurrent Requests
  • Residential & Mobile Proxies
  • Worldwide Geo-Targeting
  • JS Rendering
  • CAPTCHA Handling
  • Access to all Scrape.do features

Hobby

Per monthly

$29
  • 250,000 Successful API Credits
  • 5 Concurrent Requests
  • Datacenter Proxies
  • Sticky Sessions
  • Unlimited Bandwidth
  • Email Support

Pro

Per monthly

$99
  • Includes all features from the Hobby plan
  • 1,250,000 Successful API Credits
  • 15 Concurrent Requests
  • JavaScript Rendering
  • Play With Browser
  • Geo-Targeting (160+ countries)
  • Priority Email Support

Business

Per monthly

$249
  • Includes all features from the Pro plan
  • 3,500,000 Successful API Credits
  • 40 Concurrent Requests
  • Residential & Mobile Proxies
  • Global Geo-Targeting (160+ countries)
  • Account Manager
  • Dedicated Support

Advanced

Per monthly

$699
  • Includes all features from the Business plan
  • 10,000,000 Successful API Credits
  • 200 Concurrent Requests
  • Custom SLA
  • Dedicated Slack Support Channel

Custom " Enterprise

Per monthly

Free
  • Includes all features from the Advanced plan
  • Custom Firewall Bypass
  • Based on Target Site Dynamics
  • ∞ Successful API Credits
  • ∞ Concurrent Requests

✓ Free trial • ✓ Free plan • ✓ Plans from $29 / monthly • ✓ Enterprise options

Integrations

Scrapy
Selenium
Playwright
Puppeteer
Google Search
G2

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