Compare the Top AI Web Scrapers that integrate with Python as of June 2025

This a list of AI Web Scrapers that integrate with Python. Use the filters on the left to add additional filters for products that have integrations with Python. View the products that work with Python in the table below.

What are AI Web Scrapers for Python?

AI web scrapers are automated tools that use artificial intelligence to extract data from websites efficiently and accurately. Unlike traditional scrapers, they leverage machine learning and natural language processing (NLP) to adapt to dynamic web structures, avoiding detection and handling complex page layouts. These scrapers can recognize patterns, extract specific data points, and even interpret unstructured content like images or text sentiment. They are widely used for market research, price monitoring, lead generation, and competitive analysis. With AI-driven automation, businesses can collect and analyze large volumes of web data with minimal manual intervention. Compare and read user reviews of the best AI Web Scrapers for Python currently available using the table below. This list is updated regularly.

  • 1
    Bright Data

    Bright Data

    Bright Data

    Bright Data is the world's #1 web data, proxies, & data scraping solutions platform. Fortune 500 companies, academic institutions and small businesses all rely on Bright Data's products, network and solutions to retrieve crucial public web data in the most efficient, reliable and flexible manner, so they can research, monitor, analyze data and make better informed decisions. Bright Data is used worldwide by 20,000+ customers in nearly every industry. Its products range from no-code data solutions utilized by business owners, to a robust proxy and scraping infrastructure used by developers and IT professionals. Bright Data products stand out because they provide a cost-effective way to perform fast and stable public web data collection at scale, effortless conversion of unstructured data into structured data and superior customer experience, while being fully transparent and compliant.
    Starting Price: $0.066/GB
  • 2
    Firecrawl

    Firecrawl

    Firecrawl

    Crawl and convert any website into clean markdown or structured data, it's also open source. We crawl all accessible subpages and give you a clean markdown for each, no sitemap is required. Enhance your applications with top-tier web scraping and crawling capabilities. Extract markdown or structured data from websites quickly and efficiently. Navigate and retrieve data from all accessible subpages, even without a sitemap. Already fully integrated with the greatest existing tools and workflows. Kick off your journey for free and scale seamlessly as your project expands. Developed transparently and collaboratively. Join our community of contributors. Firecrawl crawls all accessible subpages, even without a sitemap. Firecrawl gathers data even if a website uses JavaScript to render content. Firecrawl returns clean, well-formatted markdown, ready for use in LLM applications. Firecrawl orchestrates the crawling process in parallel for the fastest results.
    Starting Price: $16 per month
  • 3
    Steel.dev

    Steel.dev

    Steel.dev

    ​Steel is an open source browser API that lets you control fleets of browsers in the cloud. From large-scale scrape jobs to fully autonomous web agents, Steel makes it easy to run browser automation in the cloud. Spin up on-demand browser sessions with a simple API call. Built-in CAPTCHA solving that keeps your automation flowing. Simple controls to never worry about getting flagged as a bot again. The average session starts in less than 1s when the client is in the same region. Run for a minute or several hours, each session can run up to 24 hours. Save and inject cookies and local storage to pick up where you left off. Easily run your Puppeteer, Playwright, or Selenium in the cloud. Session Viewer lets you view and debug live or recorded sessions.
    Starting Price: $99 per month
  • 4
    ScraperAPI

    ScraperAPI

    ScraperAPI

    With anti-bot detection and bypassing built into the API you never need to worry about having your requests blocked. We automatically prune slow proxies from our pools, and guarantee unlimited bandwidth with speeds up to 100Mb/s, perfect for speedy web crawlers. Whether you need to scrape 100 pages per month or 100 million pages per month, ScraperAPI can give you the scale you need. One of the most frustrating parts of automated web scraping is constantly dealing with IP blocks and CAPTCHAs. ScraperAPI rotates IP addresses with each request. To ensure a higher level of successful requests when using our scraper, we’ve built a new product, Async Scraper. Rather than making requests to our endpoint waiting for the response, this endpoint submits a job of scraping, in which you can later collect the data from using our status endpoint.
    Starting Price: $49 per month
  • 5
    Maps Scraper AI

    Maps Scraper AI

    Maps Scraper AI

    Get local leads with the power of AI. AI-driven strategies such as generating local B2B leads from maps can be beneficial for businesses that want to target specific geographic regions. Scraping Maps data has many benefits, including lead generation, research and data science, monitoring competition, and obtaining business contact details. It can help businesses understand customer needs, research competitors, and develop new strategies. Unique ability to extract email addresses associated with listed companies, which are not typically displayed on Maps. Batch search capability to search for multiple keywords simultaneously, streamlining the process. Lightning-fast results and time savings by providing instant, accurate insights without the need to build and test a custom web scraping tool. Mimics real user behavior using Chrome, reducing the risk of being blocked by Maps. Allows data extraction from Maps without writing any code.
    Starting Price: $9.99 per month
  • 6
    Hyperbrowser

    Hyperbrowser

    Hyperbrowser

    Hyperbrowser is a platform for running and scaling headless browsers in secure, isolated containers, built for web automation and AI-driven use cases. It enables users to automate tasks like web scraping, testing, and form filling, and to scrape and structure web data at scale for analysis and insights. Hyperbrowser integrates with AI agents to facilitate browsing, data collection, and interaction with web applications. It offers features such as automatic captcha solving to streamline automation workflows, stealth mode to bypass bot detection, and session management with logging, debugging, and secure resource isolation. The platform supports over 10,000 concurrent browsers with sub-millisecond latency, ensuring scalable and reliable browsing with a 99.9% uptime guarantee. Hyperbrowser is compatible with various tech stacks, including Python and Node.js, and provides both synchronous and asynchronous clients for seamless integration.
    Starting Price: $30 per month
  • 7
    ScrapFly

    ScrapFly

    ScrapFly

    Scrapfly offers a suite of APIs designed to streamline web data collection for developers. Their web scraping API enables efficient extraction of web pages, handling challenges like anti-scraping measures and JavaScript rendering. The Extraction API utilizes AI and large language models to parse documents and extract structured data, while the screenshot API allows for capturing high-quality visuals of web pages. These tools are built to scale, ensuring reliability and performance as data needs grow. Scrapfly also provides comprehensive documentation, SDKs in Python and TypeScript, and integrations with platforms like Zapier and Make to facilitate seamless integration into various workflows.
    Starting Price: $30 per month
  • 8
    ScrapeGraphAI

    ScrapeGraphAI

    ScrapeGraphAI

    ScrapeGraphAI is an AI-powered web scraping platform that transforms unstructured web content into clean, organized JSON data. Designed for AI agents and large language models, it enables users to extract data from various websites, including e-commerce, social media, and dynamic web applications, using natural language instructions. The platform offers a simple API with official SDKs for Python, JavaScript, and TypeScript, facilitating quick setup without complex configurations. ScrapeGraphAI adapts to website changes automatically, ensuring reliable data collection. It is built for scalability, featuring automatic proxy rotation and rate limiting, making it suitable for both startups and enterprises. The platform operates on a transparent, usage-based pricing model, starting with a free tier and scaling according to user needs. Additionally, ScrapeGraphAI provides an open source Python library that utilizes large language models and direct graph logic.
    Starting Price: $20 per month
  • 9
    Zyte

    Zyte

    Zyte

    Hi, we’re Zyte (formerly Scrapinghub)! We are the leader in web data extraction technology and services. We’re obsessed with data. And what it can do for businesses. We help thousands of companies and millions of developers to get their hands on clean, accurate data. Quickly, reliably and at scale. Every day, for more than a decade. From price intelligence, news and media, job listings and entertainment trends, brand monitoring, and more, our customers rely on us to obtain dependable data from over 13 billion web pages each month. We led the way with open source projects like Scrapy, products like our Smart Proxy Manager (formerly Crawlera), and our end-to-end data extraction services. Our fully remote team of nearly two hundred developers and extraction experts set out to remove the barriers to data and change the game.
  • 10
    WebCrawlerAPI

    WebCrawlerAPI

    WebCrawlerAPI

    WebCrawlerAPI is a powerful tool for developers looking to simplify web crawling and data extraction. It provides an easy-to-use API for retrieving content from websites in formats like text, HTML, or Markdown, making it ideal for training AI models or other data-intensive tasks. With a 90% success rate and an average crawling time of 7.3 seconds, the API handles challenges like internal link management, duplicate removal, JS rendering, anti-bot mechanisms, and large-scale data storage. It offers seamless integration with multiple programming languages, including Node.js, Python, PHP, and .NET, allowing developers to get started with just a few lines of code. Additionally, WebCrawlerAPI automates data cleaning, ensuring high-quality output for further processing. Converting HTML to clean text or Markdown requires complex parsing rules. Handling multiple crawlers across different servers.
    Starting Price: $2 per month
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