Data extraction

Easily extract data with CSS or XPATH selectors.

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based on 65+ reviews.
Fantastic service: works flawlessly, best support I've experienced. It just works: and its parsing meta-language is wonderfully powerful. Most importantly, the support I've received has been superlative. Mike P. ★ ★ ★ ★ ★ VP (see it on Capterra)

We will parse all this HTML so you don't have to.

Extraction from simple CSS selector Nested extraction Attribute extraction Full page rendering Output cleaning

# pip install scrapingbee

from scrapingbee import ScrapingBeeClient

client = ScrapingBeeClient(api_key='YOUR-API-KEY')
response = client.get(
            "title" : "h1",
            "subtitle" : "#subtitle",
            "articles": {
                "selector": ".card",
                "type": "list",
                "output": {
                    "title": ".post-title",
                    "link": ".post-title@href",
                    "description": ".post-description"
print('Response HTTP Status Code: ', response.status_code)
print('Response HTTP Response Body: ', response.json())


Response HTTP Status Code: 200

  "title": "The ScrapingBee Blog",
  "subtitle": " We help you get better at web-scraping: detailed tutorial, case studies and writing by industry experts",
  "articles": [
      "title": "  Block ressources with Puppeteer - (5min)",
      "link": "",
      "description": "This article will show you how to intercept and block requests with Puppeteer using the request interception API and the puppeteer extra plugin."
      "title": "  Web Scraping vs Web Crawling: Ultimate Guide - (10min)",
      "link": "",
      "description": "What is the difference between web scraping and web crawling? That's exactly what we will discover in this article, and the different tools you can use."


Top-rated support & documentation

Our team is here to guide you when you need the extra assistance. And we're constantly working on new features to make your life easier.

Fantastic documentation

Take a look at our documentation and get started in minutes!

Code samples

Whatever the programming language you enjoy, we have written code samples in Java, Python, Go, PHP, curl and JavaScript.

Knowledge base

Our extensive knowledge base covers the most frequent use cases with code samples.

Exceptional supports

We will quickly answer all your questions by live chat or emails, even the hard ones 😉.

Scrapingbee helps us to retrieve information from sites that use very sophisticated mechanism to block unwanted traffic, we were struggling with those sites for some time now and I'm very glad that we found ScrapingBee. Anton R ★★★★★ CTO (see it on Capterra)
ScrapingBee simplified our day-to-day marketing and engineering operations a lot . We no longer have to worry about managing our own fleet of headless browsers, and we no longer have to spend days sourcing the right proxy provider Mike Ritchie CEO @SeekWell
So easy to set-up, straightforward and performance. They are reachable and kind, they introduced us properly their tool and offered the best solution for our need. Maxime Y ★★★★★ Product Manager @ NordFolk (see it on Capterra)
I'm a PhD candidate with absolutely no web scraping experience and needed to scrape some data for a dissertation project. ScrapingBee helped me get the job done quickly and easily. Excellent customer support too. Couldn't be happier! Sam ★★★★★ PhD candidate (see it on Capterra)
Great SaaS tool for legitimate scraping and data extraction. ScrapingBee makes it easy to automatically pull down data from the sites that publish periodic data in a human-readable format. Andy Hawkes Founder @Loadster
Good experience. I found this proxy service more effective compared to previous ones that were being used. It is fast and efficient. Aayushi ★★★★★ Senior analyst (see it on Capterra)
Excellent service, glad we made the switch! We could always dedicate resources and build our own systems for everything... or we could simply call the scrapingBee API and focus on the data. It's makes our work so much easier. Daniel L ★★★★★ Lead dev (see it on Capterra)

Simple, transparent pricing.

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API Credits
Concurrent requests
JavaScript rendering
Rotating & Premium Proxies
Screenshots, Extraction Rules, Google Search API
Priority Email Support
Dedicated Account Manager
Team Management
Freelance $49/mo
Startup $99/mo
Business + $599+/mo

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