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AI Web Scraper API

Effortlessly extract data with our AI Web Scraper API. Simplify data extraction, get clean JSON outputs and adapt to page changes. Try it free today!

Scrape content easily by typing your scraping prompt in everyday language.
No DOM analysis or selector updates necessary; our AI automatically adjusts to page layout changes and efficiently extracts dynamic content loaded via JavaScript or user interactions.
Receive output in a clean, structured JSON format, delivering structured data ready for analysis.
Bypass anti-bot technology with our industry leading web scraping API. The API can easily scrape popular sites and supports a point and click interface for no-code data extraction.
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based on 100+ reviews.

Common AI Web Scraping Use Cases

Use our AI web scraping tools for extracting data from the internet at scale with ease. These tools are ideal for lead generation, market research, and extracting product data from e-commerce platforms. You can also extract job postings and monitor multiple pages across complex websites, making them suitable for enterprise customers. Users can extract structured data and utilize scraped data for in-depth analysis and business intelligence.

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Easily scrape e-commerce data

Use our AI Web Scraping API to effortlessly scrape web data and extract product data such as prices, descriptions, and images, along with competitor product information, consumer reviews, and pricing data from a wide array of e-commerce sites. The extracted structured data can be easily exported using various export options, including CSV, JSON, and XML formats, to fit your workflow.

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Extract emails and contact info

Intelligently detect and extract the relevant email addresses and contact information, excelling at extracting data from web pages and APIs to streamline your workflow. Using data from real users ensures more authentic and reliable results for outreach and analysis.

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Summarise and aggregate news content

Use our advanced AI web scraping API to aggregate and summarise news articles from various sources, extracting specific data points from both news articles and search results to deliver concise, relevant insights tailored to your use case. The platform can also analyze news content to deliver actionable insights.

Quickly get started scraping the internet with AI

AI scraping made easy, give our quick start code a spin by grabbing your free API key. You can access the API with a free tier and no coding required, making it easy for anyone to get started.

Input parameters

ai_query

Describe here in natural language the content you want to extract.

ai_selector

Optionally provide a DOM entry as root element.

ai_extract_rules

JSON rules specifying what each scraped JSON object should be.

Input

                      #  Install the Python ScrapingBee library:
# `pip install scrapingbee`
from scrapingbee import ScrapingBeeClient
import json

client = ScrapingBeeClient(api_key='SIGN_UP_TO_GET_YOUR_FREE_API_KEY')

response = client.get(
    'https://www.amazon.com/s?k=dslr+camera',
    params={
        'ai_query': 'Return a list of products and their prices and a link to the product page',
        'ai_extract_rules': json.dumps({
            "product name": {
                'type': 'list',
                'description': 'the full name of the product verbatim from the page',
            },
            "product price": {
                'type': 'number',
                'description': 'price of the product',
            },
            "link to product page": {
                'type': 'string',
                'description': 'the url that links to the products page',
            }
        })
    }
)
print('Response HTTP Status Code: ', response.status_code)
print('Response HTTP Response Body: ', response.content)

                    

Output

                      {
  "product name": [
    "Panasonic LUMIX GH7 Mirrorless Micro Four Thirds Camera with Enhanced Video Speed and Quality, Optimized Workflows from Shooting to Post-Production, Adobe Cloud Compatible & Real-Time LUT, DC-GH7BODY",
    "Panasonic LUMIX G100 4k Mirrorless Camera for Photo and Video, Built-in Microphone with Tracking, Micro Four Thirds Interchangeable Lens System, 12-32mm Lens, 5-Axis Hybrid I.S., DC-G100DKK (Black)",
    "Panasonic LUMIX G9II Micro Four Thirds Camera, 25.2MP Sensor with Phase Hybrid AF, Powerful Image Stabilization, High-Speed Perfomance and Mobility, Flagship Model of G Series - DC-G9M2BODY",
    "Canon EOS Rebel T7 DSLR Camera with 18-55mm Lens | Built-in Wi-Fi | 24.1 MP CMOS Sensor | DIGIC 4+ Image Processor and Ful...",
    "Canon EOS Rebel T7 DSLR Camera Bundle w/ Canon EF-S 18-55mm f/3.5-5.6 is II Lens + 2pc SanDisk 64GB Memory Cards, Wide Ang...",
    "Canon EOS Rebel T100 (EOS 4000D) DSLR Camera w/EF-S 18-55mm F/3.5-5.6 Zoom Lens + 64GB Memory Card, Case, Hood, Grip-Pod, ...",
    "Canon EOS 4000D / Rebel T100 DSLR Camera w/EF-S 18-55mm F/3.5-5.6 Zoom Lens + 64GB Memory, Filters,Case, Tripod, Flash, an...",
    "Canon EOS 4000D / Rebel T100 DSLR Camera with EF-S 18-55mm Zoom Lens + SanDisk 128GB Memory Card + Tripod + Case + Wideang...",
    "Canon EOS Rebel T7 DSLR Camera with 18-55mm is II Lens + Canon EF 75-300mm f/4-5.6 III Lens and 500mm Preset Lens + 32GB M...",
    "Canon EOS 2000D / Rebel T7 DSLR Camera with EF-S 18-55mm Lens + SanDisk 32GB Card Tripod Case Wideangle Lenses ZeeTech Acc...",
    "Panasonic Lumix G7 4K Digital Mirrorless Camera Bundle with Lumix G Vario 14-42mm and 45-150mm Lenses, 16MP, 3-Inch Touch ...",
    "Canon EOS R100 Mirrorless Camera RF-S18-45mm F4.5-6.3 is STM & RF-S55-210mm F5-7.1 is STM Lens Kit, 24.1 Megapixel CMOS (A...",
    "Panasonic LUMIX FZ80D Compact Camera with 20-1200mm Zoom Lens, Point and Shoot Digital Camera with 4K  2000D / Rebel T7 DSLR Camera with EF-S 18-55mm Lens + SanDisk 32GB Card Tripod Case Wideangle Lenses ZeeTech Acc...",
    "Panasonic Lumix G7 4K Digital Mirrorless Camera Bundle with Lumix G Vario 14-42mm and 45-150mm Lenses, 16MP, 3-Inch Touch ...",
    "Canon EOS R100 Mirrorless Camera RF-S18-45mm F4.5-6.3 is STM & RF-S55-210mm F5-7.1 is STM Lens Kit, 24.1 Megapixel CMOS (A...",
    "Panasonic LUMIX FZ80D Compact Camera with 20-1200mm Zoom Lens, Point and Shoot Digital Camera with 4K Video/Photo Recordin...",
    "Nikon D7500 20.9MP DSLR Camera with AF-S DX NIKKOR 18-140mm f/3.5-5.6G ED VR Lens, Black",
    "G-Anica Digital Camera, 48MP Cameras for Photography with WiFi & App Control, 4K Vlogging Camera for YouTube,Compact Camer...",
    "KODAK PIXPRO AZ405-BK 20MP Digital Camera 40X Optical Zoom 24mm Wide AngVideo/Photo Recordin...",
    "Nikon D7500 20.9MP DSLR Camera with AF-S DX NIKKOR 18-140mm f/3.5-5.6G ED VR Lens, Black",
    "G-Anica Digital Camera, 48MP Cameras for Photography with WiFi & App Control, 4K Vlogging Camera for YouTube,Compact Camer...",
    "KODAK PIXPRO AZ405-BK 20MP Digital Camera 40X Optical Zoom 24mm Wide Angle Lens Optical Image Stabilization 1080P Full HD ...",
    "Canon EOS 2000D / Rebel T7 DSLR Camera with EF-S 18-55mm Lens + SanDisk 32GB Card Tripod Case Wideangle Lenses ZeeTech Acc...Bundle",
    "Canon EOS 4000D / Rebel T100 DSLR Camera 18-55mm Zoom Lens + ZeeTech Accessory Bundle with SanDisk 32GB Memory Card, Bag, ...",
    "Nikon D3100 14.2MP DSLR Camera with AF-S DX 18-55mm f/3.5-5.6 VR Zoom Lens - (Black) (Discontinued) (Renewed)",
    "Panasonic LUMIX G9II Micro Four Thirds Camera, 25.2MP Sensor with Phase Hybrid AF, Powerful Image Stabilization, High-Speed Perfomance and Mobility, Flagship Model of G Series - DC-G9M2BODY Bundle",
    "Saneen Digital Camera, 4k Cameras for Photography & Video, 64MP WiFi Touch Screen Vlogging Camera for YouTube with Flash, ...",
    "Panasonic Lumix G7 4K Digital Mirrorl"Nikon D3100 14.2MP DSLR Camera with AF-S DX 18-55mm f/3.5-5.6 VR Zoom Lens - (Black) (Discontinued) (Renewed)", "Panasonic LUMIX G9II Micro Four Thirds Camera,
    25.2MP Sensor with Phase Hybrid AF, Powerful Image Stabilization, High-Speed Perfomance and Mobility, Flagship Model of G Series - DC-G9M2BODY Bundle", "Saneen Digital Camera,
    4k Cameras for Photography & Video,
    64MP WiFi Touch Screen Vlogging Camera for YouTube with Flash, ...", "Panasonic Lumix G7 4K Digital Mirrorl Digital Camera,
    4k Cameras for Photography & Video,
    64MP WiFi Touch Screen Vlogging Camera for YouTube with Flash, ...", "Panasonic Lumix G7 4K Digital Mirrorless Camera Bundle with Lumix G Vario 14-42mm and 45-150mm Lenses,
    16MP,
    3-Inch Touch LCD, DMC-G7WK (USA Black) Bundle"], "product price": [479, 649, null, 479, ess Camera Bundle with Lumix G Vario 14-42mm and 45-150mm Lenses, 16MP, 3-Inch Touch LCD, DMC-G7WK (USA Black) Bundle"
  ],
  "product price": [
    479,
    649,
    null,
    479,
    649,
    414,
    429,
    439,
    739,
    449.99,
    597.99,
    499,
    447.99,
    996.95,
    125.60,
    179.99,
    399.99,
    280.00,
    429.99
  ],
  "link to product page": [
      "/Canon-Rebel-T7-18-55mm-II/dp/B649, 414, 429, 439, 739, 449.99, 597.99, 499, 447.99, 996.95, 125.60, 179.99, 399.99, 280.00, 429.99], "link to product page": ["/Canon-Rebel-T7-18-55mm-II/dp/B07C2Z21X5/ref=sr_1_1", "/Panasonic-LUMIX-GH7/dp/B0D613NW2M/ref=sr_1_1", "/Panasonic-LUMIX-G100/dp/B0CQCDTT82/ref=sr_1_2", "/Canon-Rebel-T7-18-55mm-II/dp/B07C2Z21X5/ref=sr_1_1", "/Canon-T6-Digital-Telephoto-Accessory/dp/B01D93Z89W/ref=sr_1_2", "/Canon-18-55mm-3-5-5-6-Grip-Pod-Professional/dp/B0C7WJ9B5B/ref=sr_1_3", "/Canon-18-55mm-3-5-5-6-Filters-Renewed/dp/B0CFSBSRMY/ref=sr_1_4", "/Canon-18-55mm-75-300mm-Filters-Professional/dp/B08BFHJX1J/ref=sr_1_5", "/G-Anica-Photography-Entry-Level-Beginners-Lens-32GB/dp/B0DF78VSTZ/ref=sr_1_9", "/Canon-EOS-2000D-Rebel-T7/dp/B0BHJNWD1Z/ref=sr_1_11", "/Panasonic-Mirrorless-Digital-14-42mm-45-150mm/dp/B07887SCFK/ref=sr_1_12", "/Canon-RF-S18-45mm-RF-S55-210mm-Mirrorless-Lightweight/dp/B0C5P59T9J/ref=sr_1_13", "/Panasonic-Compact-20-1200mm-Recording-Stabilizer/dp/B0D8239188/ref=sr_1_14", "/Nikon-20-9MP-Camera-18-140mm-3-5-5-6G/dp/B06Y5RTN1T/ref=sr_1_8", "/Nikon-D3100-18-55mm-Discontinued-Manufacturer/dp/B01CO0XNG6/ref=sr_1_15", "/Canon-18-55mm-SanDisk-Backpack-Accessory/dp/B0B5YMYTQM/ref=sr_1_16", "/Saneen-Digital-Cameras-Photography-Vlogging/dp/B0CFZRPQMZ/ref=sxbs_sbv_search_btf"]}

                    

Input

                      
                    

Output

                      
                    

Six ways to use AI powered web scraper to harvest data

Wondering how our customers use our web scraping API?
As part of a new generation of web scrapers, our API is designed to scrape data and manage web data efficiently for both simple and complex projects. From a general web scrape to JavaScript rendering, our simple API does it all.

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Best Web Scraping AI

Our platform combines advanced AI tools with a robust scraping tool and supports rotating proxies for uninterrupted data extraction. Use our AI web scraper to extract any data point from any website without limitations. Utilise stealth/premium proxies and cutting-edge headless browsers to bypass advanced anti-bot technology.

Explore our documentation
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Data Extraction

Getting HTML is cool, but our platform excels at extracting data and delivering scraped data in ready-to-use formats like formatted JSON. Thanks to our easy-to-use extraction rules, get just the data you need with one simple API call. Users can also export data directly to their preferred applications.

Read more on our data extraction features
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JavaScript scenario

If you need to click, scroll, wait for some elements to appear, or just run some custom JavaScript code on the website you want to scrape, our JS scenario feature allows you to mimic human behavior such as clicking, scrolling, and interacting with elements. This closely emulates human behavior to bypass anti-bot measures.

Read more about our JavaScript scenario feature
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Screenshots

Need a screenshot of that website and not HTML? You can do this very easily with our screenshot feature. We also support full-page and partial screenshots.

Screenshot API Feature
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Search Engine Result Page

Scraping search engine result pages is extremely painful because of rate limits. Our Google search API can efficiently extract search results and automatically manages rate limiting to ensure uninterrupted scraping.

Discover how our Google search API overcomes rate limits
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No code web scraping

No coding required—our Make integration lets you easily build automated workflows and complex workflows for custom web scraping engines, all without writing a single line of code.

No-code Web Scraping

Simple, transparent pricing.

Cancel anytime, no questions asked!

API Credits
Concurrent requests
JavaScript rendering
Rotating & Premium Proxies
Geotargeting
Screenshots, Extraction Rules, Google Search API
Priority Email Support
Dedicated Account Manager
Team Management
Freelance $49$24/mo
50% OFF
250,000
10
-
-
-
Startup $99$49/mo
50% OFF
1,000,000
50
-
-
Business + $599$299/mo
50% OFF
8,000,000
200
All prices are exclusive of VAT.

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Highly Versatile and Scalable AI Web Scraper API

Check out our documentation for more on how to utilise our API for your needs. The API can monitor any site and integrates with other tools like Browse AI and MCP Server for advanced automation. Our platform leverages machine learning and AI agents to optimize data extraction and workflow automation. Users can access data via APIs and benefit from custom pricing for large-scale or enterprise needs.

Frequently Asked Questions

AI web scraping requests cost an additional five credits on top of the regular API cost.
Register your ScrapingBee account at https://app.scrapingbee.com/account/register to get your 1,000 free API calls and check out the documentation of the AI Web Scraping API. No python scripts are needed—our platform is accessible to all users without any coding required.
Yes, our AI web scraping functionality is a complementary feature to our existing highly scalable scraping platform that’s able to process millions of requests a day.
You can contact us either via the contact form on our website or our live chat where you can talk to one of our customer support agents who are scraping experts in their own right. We can help you to scale your scraping project with ease.
Yes, our AI web scraping support is built on top of our existing platform and can make full use of its broad JavaScript rendering support. The platform is specifically designed to handle complex websites with dynamic content, advanced structures, and multiple interconnected pages.