Best Web Scraping Tools for Python

Bright Data is a leader in data collection, enabling businesses to gather crucial structured and unstructured information from millions of websites using our proprietary technology. Our proxy networks allow you to access sophisticated target sites by precise geo-targeting. Our tools can be used to block difficult target sites, perform SERP-specific data collection tasks and manage and optimize proxy performance.

All web scraping issues can be solved with our web scraping API. Website HTML extraction has never been easier! Everything is important. Our API is one of the fastest in the industry. No matter how many requests are submitted, our API provides sufficient performance. There is a good chance that you aren't the only one with your use case. Join our customer family. Fair pricing is what we believe in. We offer 1000 API requests per month for free. There are no strings attached! It's easy to get started. Our extensive request builder converts your requests to production-ready code snippets. Zenscrape is compatible with any programming language as data can be easily retrieved using any HTTP client.

ScrapingBypass API can bypass anti-bot detection. Bypass Cloudflare verification, CAPTCHA, WAF and CC protection. HTTP API and Proxy that comes with a global exclusive high-hidden static proxy IP. Includes interface address and request parameters. Also allows setting Referrer, browser UA and headless status. Support for Python, Curl Java, NodeJS

We're Zyte, formerly Scrapinghub! We are the market leader in web data extraction technology. Data is our obsession. What it can do to help businesses. We assist thousands of developers and companies to access accurate, clean data. We can deliver data quickly, reliably, and at scale. Every day, for more that a decade. Our customers can rely on us for reliable data from more than 13 billion web pages every month, including price intelligence, news, media, job listings, entertainment trends, brand monitoring, brand monitoring, and many other services. We were the pioneers in open-source projects like Scrapy, products such as our Smart Proxy Manager (formerly Crawlera), or our end-to-end data extract services. Our remote team of almost 200 developers and extract experts set out to remove data barriers and change the game.

Anti-bot detection and bypassing are built into the API so you don't have to worry about getting your requests blocked. We automatically remove slow proxies from our pool and guarantee unlimited bandwidth at speeds up to 100Mb/s. This is great for web crawlers who are very fast. ScraperAPI is able to provide the scale you need, whether you need to scrape 100 pages a month or 100,000,000 pages a month. The most frustrating aspect of automated web scraping involves constantly dealing with IP blocks or CAPTCHAs. ScraperAPI rotates IP addresses for each request. Async Scraper is a new product that we have created to ensure more successful requests using our scraper. Instead of waiting for a response from our endpoint, this endpoint submits an order of scraping. You can then collect the data later using our status endpoint.

To ensure reliability and uptime, we only use the best quality residential IP addresses. Chrome instances can be run to scrape-at scale without worrying about resource usage, browser and session management. Get country-specific results from platforms that use localization to display descriptions and prices like Amazon.fr vs Amazon.ae or eBay. You can bypass web security measures by obtaining data without triggering Catpchas via Cloudflare Hcaptcha, Google recaptcha, or Cloudflare. You can get country-specific results from platforms that use localization to display descriptions and prices, such as Amazon.fr vs Amazon.ae or eBay. You can extract only the elements you need from a page, without having to parse the HTML. You can collect product descriptions, prices, and descriptions from product listing pages of e-commerce platforms. APIs can be used programmatically. This means that you can write programs to extract the data from websites you wish to parse and scrape.

Piloterr API rotates proxys and handles crawlers for you. Piloterr is an innovative software platform that allows forward-thinking businesses to maximize the potential of the internet. Piloterr provides you with the tools and knowledge to grow your business more quickly. We are constantly expanding our code, and creating new APIs for various search engines. You can submit a feature request to our Roadmap. We are not able build APIs for all websites for various reasons, but we always add new features where they are needed. Only successful searches are counted in your monthly searches. Cached, failed and errored searches are not counted. We are always happy and willing to help users use our API. We'll respond to your chat within one business day.

Use our infrastructure (IPs around the world, full browser cluster and CAPTCHA-solving technology) and our structured SERP data to your advantage. Each API request is run in a full-screen browser and we will even solve all CAPTCHAs. It mimics what a person would do. This ensures that you see what the users actually see. Serp Api routes your request via the proxy server closest to your desired location and uses Google's geolocated encrypted parameters. Each result has a lot of structured data, including links, tweets and addresses, prices, thumbnails and ratings, reviews.

It's open source and can crawl any website, convert it to clean markdown data or structured data. No sitemap required. We crawl all subpages accessible and provide you with a clean markdown. Enhance your application with web scraping and crawling features. Extract structured or markdown data from websites efficiently and quickly. You can navigate and retrieve data without a sitemap from all subpages. The best tools and workflows are already fully integrated. Start your journey for free, and scale up seamlessly as your project grows. Transparent and collaborative development. Join our community. Firecrawl crawls every subpage, even without sitemap. Firecrawl can gather data even if the website uses JavaScript for content rendering. Firecrawl produces clean, well-formatted Markdown that is ready to be used in LLM applications. Firecrawl orchestrates crawling in parallel to get the fastest results.

AI can help you generate local leads. Businesses that are looking to target specific geographical regions can benefit from AI-driven strategies, such as generating B2B local leads using maps. Scraping Maps has many benefits. These include lead generation, data science and research, monitoring the competition, and obtaining contact details. It can help companies understand their customers' needs, research their competitors, and develop innovative strategies. Maps does not display email addresses for listed companies. This is a unique feature. Search for multiple keywords at once using batch search. Instant, accurate insights and faster results without the need to develop and test a customized web scraping tool. Mimics real-world user behavior by using Chrome to reduce the risk of being blocked. Data extraction from Maps is possible without writing code.

Hyperbrowser allows users to run and scale headless browsers within secure, isolated containers. It is designed for web automation, and AI-driven applications. It allows users to automate tasks such as web scraping, form filling and testing, and to scrape web data and structure it at scale for analysis. Hyperbrowser integrates AI agents to enable browsing, data collection and interaction with web apps. It has features like automatic captcha solvers to streamline automation workflows. Stealth mode to avoid bot detection. Session management with logging, bugging, and secure resource separation. The platform supports 10,000 concurrent browsers, with sub-millisecond latencies. This ensures scalable and reliable browsing. Hyperbrowser supports a variety of tech stacks including Python and Node.js and offers both synchronous and non-synchronous clients to ensure seamless integration.

Scrapfly is a collection of APIs that streamlines web data collection. Their web scraping interface allows for efficient extraction of web page data, while handling challenges such as anti-scraping and JavaScript rendering. The Extraction API uses AI and large language model to parse and extract structured data from documents, while the screenshot API captures high-quality visuals on web pages. These tools are designed to scale, ensuring performance and reliability as data requirements grow. Scrapfly offers comprehensive documentation, SDKs for Python and TypeScript and integrations with platforms such as Zapier and Make, to facilitate seamless integration in various workflows.

Our SERP API allows you to scrape search engine results pages in realtime. You can use the google search API services to do Standard search and image search.

You don't have to know how code. Just call an HTTP endpoint and you can extract data. Ideal for training LLM or storing content on your second brain. Ideal for training visual models and retrieving web thumbnails. Extract information from a web page (image, title, and description). Ideal for extracting specific website content. Convert the content of a website to Markdown. Removes irrelevant information, but can also remove some important information. Take a screenshot and return the URL of an image. Return the JSON after extracting the most common metadata. Fetch content from a site and return HTML. There is a rate cap, but it is quite generous at 1,000 requests per minute. This allows you extract data quickly while ensuring that the service remains fair for all users. It's an HTTP endpoint so you don't need to code.

Scrapy is a web crawling and web-scraping framework that can quickly extract structured data from websites. It can be used for many purposes, including data mining, monitoring, and automated testing. It has built-in support to select and extract data from HTML/XML sources with extended CSS selectors or XPath formulas. There are also helper methods to extract using regular terms. Built-in support to generate feed exports in multiple formats (JSON CSV, XML), and store them in multiple backends (FTP or S3, local filesystem). Robust encoding support with auto-detection for dealing with foreign, nonstandard, and broken encoding declarations.