LLM Ready Data from Any Webpage

Use Scrapingdog's General Scraping API to instantly turn any webpage into clean, structured Markdown/JSON, perfect for feeding data directly into LLM, without the hassle of parsing or cleaning.

GET / scrape
# Scrapingdog: Best Web Scraping API

Scrapingdog is your all-in-one Web Scraping API, effortlessly
managing proxies and headless browsers, allowing you to extract
the data you need with ease.

## Why Scrapingdog

- **Real Browser Rendering**, headless Chrome opens every
  JavaScript-heavy or lazy-loaded page just like a real browser.
- **Rotating Proxies**, a built-in proxy pool rotates IPs on
  every request so you never get blocked.
- **Structured Output**, get clean Markdown or JSON, ready to
  feed straight into an LLM.

[Get Started](https://www.scrapingdog.com/)

How It Works Behind the API

</> Get
import requests

api_key = "5eaa61a6e562fc52fe763tr516e4653"
url = "https://api.scrapingdog.com/scrape"

params = {
    "api_key": api_key,
    "url": "https://example.com",
    "dynamic": "true",
    "markdown": "true"
}

response = requests.get(url, params=params)

if response.status_code == 200:
    data = response.text
    print(data)
else:
    print(f"Request failed with status code: {response.status_code}")

LLM Ready Data Response (Clean Markdown & JSON)

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  • Clean Markdown

    markdownheadingslinksliststablescode_blocks
  • AI-Extracted Fields

    ai_queryai_extract_rulestitlepriceratingsummary
  • Page Metadata

    languagecanonicalword_countcontent_typestatus_code
  • Crawl Results

    pages_crawledresultsurldepthdiscovered_links
  • File Parsing

    pdfdocxparsed_textpagesmedia
  • Rendering & Actions

    dynamicwaitaction_queuescreenshotpremium

Scrapingdog vs Manual HTML Parsing

Without an LLM Ready Data API

Feeding the web into an LLM by hand means raw HTML, boilerplate noise, and context that goes stale the moment you index it.

  • Boilerplate Noise Pollutes Your Context

    Navbars, cookie banners, footers, and ad markup bloat every page, wasting tokens and burying the signal your model needs.

  • JS-Heavy Pages Return Empty Shells

    React, Vue, and Angular apps ship near-empty HTML. Without a real browser to render them, your scraper captures nothing usable.

  • Hand-Built Cleaning Pipelines

    Stripping tags, rebuilding tables and code into Markdown, then chunking it for a vector store is fragile glue code to maintain.

  • Stale Snapshots Hallucinate Answers

    A RAG index built on one-off scrapes drifts out of date fast, and selectors break silently, so your model answers from old context.

With Scrapingdog LLM Ready Data API

One API call turns any page into clean Markdown or JSON, with proxies, rendering, parsing, and scaling all handled for you.

  • Adapt Instantly to Website Changes

    Websites constantly change layout, and ultimately your workflow stops. Our API adapts to changes, with no downtime, no recoding, and no data loss.

  • Create Your Extraction Rules

    Easily define your format, and AI will deliver your data in that same format every time.

  • Extract Only What You Need

    Give the prompt in simple English, and get the exact data such as pricing, review, title, etc. Save time and effort in parsing!

  • Built for Uptime

    Scrapingdog can scale as you scale, and your data pipeline can continuously flow without hiccups.

LLM Ready Data API Features That Make Scraping Easy

  • Web Crawling

    Scrapingdog's dedicated web crawling API allows you to scan all the pages on a domain and return them as clean, LLM-ready content.

  • Parse Content from Files

    Scrapingdog can parse the content from files, including DOCX and PDFs, turning them into clean text or structured JSON.

  • Lazy-Load Friendly

    Pulls data after the last pixel paints, keeping layout-dependent info intact so nothing is missed.

  • Action Queue

    Stack Navigate, Click, Type, Wait, Screenshot, and Scrape, then run them in order before extraction.

  • Built for Uptime

    Scrapingdog can scale as you scale, and your data pipeline can continuously flow without hiccups.

  • JS Ready Scrape

    Handles React, Vue, Angular, or plain jQuery without a single tweak, rendering every page like a real browser.

What you can build with an LLM Ready Data API

  • AI Chats

    Feed clean Markdown into your chatbot so it answers questions grounded in real, up-to-date web content.

  • Lead Enrichment

    Turn company and prospect pages into structured fields like name, title, and pricing to enrich your CRM automatically.

  • MCPs

    Power Model Context Protocol servers with live, LLM-ready web data so your agents always work from fresh context.

  • AI Platform

    Supply your AI platform with clean Markdown and JSON at scale, without building and maintaining your own scraping stack.

  • Deep Research

    Crawl across domains and convert every page into clean content for deep research agents and long-form synthesis.

  • Knowledge-Base Automation

    Continuously convert websites, docs, and files into structured content to keep your knowledge base and RAG index current.

Built for teams of every size and background

  • AI Engineers
  • RAG Pipeline Builders
  • LLM App Developers
  • AI Agent Developers
  • Dataset Curators
  • ML Engineers
  • Data Scientists
  • Vector Search Teams
  • Knowledge-Base Engineers
  • MCP Server Builders
  • AI Product Teams
  • Fine-Tuning Teams

Get Started with Our LLM Ready Data API in Minutes

  1. 1

    Create free account

    Sign up and get 200 free credits to start testing the API.

  2. 2

    Get Your API Key

    Access your unique API key from the dashboard and use it to scrape the data.

  3. 3

    Send Your First Request

    Call /scrape with a target url and markdown=true for clean Markdown output.

  4. 4

    Receive LLM-Ready Data

    Get boilerplate-free Markdown or JSON to chunk, embed, and feed into your RAG index.

Transparent & Simple Pricing

Start your web scraping journey with 200 free credits. Test our service and upgrade to one of the plans below. Cancel anytime.

2 months Extra
  • FREE

    $0 forever
    • 200 Requests Credits
    • 1 Concurrency
    • Access To All APIs
    • No Credit Card Required
    • Community Support
    • Team Support
    Start for Free
  • LITE

    $40 /month
    • 200,000 Requests Credits
    • 5 Concurrency
    • Access To All APIs
    • Geotargeting
    • Email Support
    • No Team Support
    Start Trial
  • STANDARD

    $90 /month
    • 1,000,000 Requests Credits
    • 50 Concurrency
    • Access To All APIs
    • Geotargeting
    • Priority Email Support
    • No Team Support
    Start Trial
  • Popular

    PRO

    $200 /month
    • 3,000,000 Requests Credits
    • 100 Concurrency
    • Access To All APIs
    • Geotargeting
    • Priority Email Support
    • Team Support
    Start Trial
  • PREMIUM

    $350 /month
    • 6,000,000 Requests Credits
    • 150 Concurrency
    • Access To All APIs
    • Geotargeting
    • Priority Email Support
    • Team Support
    Start Trial

Trusted by Developers worldwide

4.8 TrustScore on Trustpilot
  • ScrapingDog on my first test try knocked out a complex scrape that I'd been unable to do with various other methods.

    Jay Smith

    United States

  • The API is one of the best in the market for me, simple to grasp and powerful to use.

    Abdul-Rahman Chamma

    United Arab Emirates

  • A lifesaver service. Allowed us to solve the last piece of the puzzle.

    Kristers Gelass

    Latvia

  • Reliable, and simple to use! It’s also inexpensive and has packaged solutions for every need (Google, LinkedIn). Highly recommend.

    John Tyler

    France

Frequently Asked Questions

  • Scrapingdog's AI Web Scraping API allows you to get a particular data point from a URL with a simple prompt.

  • With a normal web scraping API, you only get data in HTML format, then you have to parse it to get the desired one. With the AI Web Scraping API, you get clean Markdown or JSON, ready to feed directly into an LLM.

  • Yes, you can try the API for free with 200 credits to see if it works for you, and then commit to a paid plan.

  • Each API request consumes a certain number of credits based on the dedicated API you're using. For example, the Google Search API costs 5 credits per request. So, if you make one request to the Google Search API, it will deduct 5 credits from the available credits in your account.

Try Scrapingdog for Free!

Get 200 free credits to spin the API. No credit card required!