AI is reshaping the way developers and businesses scrape data in 2025. They increasingly rely on AI to design and develop smarter, faster, and more efficient web scraping AI tools to gather data from countless internet sources. Conventional scraping software solutions can’t cope with the changing page design across modern websites.
However, AI overcomes these challenges using machine learning to automatically adapt to new page layouts, increasing scraping accuracy and reducing manual labor. This in-depth guide aims to simplify the process of finding the best AI-powered web scraping tools for developers.
We'll list the top 10 tools that offer the best scraping capabilities, including their features, pros, cons, pricing, and more.
What Makes a Great AI Web Scraping Tool?
The internet is an abundant source of web data that keeps growing with each passing day. Some even say that data is the new oil, putting an even higher emphasis on effective and fast data extraction. However, keeping up with the rapid growth of information is virtually impossible using traditional web scraping methods.
Thanks to their adaptability, AI tools can effectively scrape dynamic data sources with better coverage, speed, and accuracy. According to recent projections, the web scraping market is expected to reach a size of $4.3 billion by 2035.
So, what makes a great web scraper AI tool stand out? Let’s break it down:
JavaScript Rendering: AI scrapers can interact with and render full webpages, giving them access to dynamic content that traditional scrapers often miss.
AI Content Understanding: These tools use AI technologies like NLP (Natural Language Processing) to gain a semantic understanding of the data, allowing for more meaningful and accurate extraction.
Anti-Bot Detection: AI-powered scrapers can detect and bypass anti-scraping measures and CAPTCHAs by mimicking human behavior, navigating pages, and handling interactive elements.
Proxy Rotation: An AI-enabled proxy rotation system uses machine learning to optimize the selection and rotation of proxies in real-time, which enhances anonymity and reduces the likelihood of IP blocks or bans.
Security and Compliance: Great AI tools are trained to adhere to data privacy standards like GDPR and CCPA, and they use industry-standard frameworks like SOC 2 to protect extracted data.
Top 10 AI Web Scraping Tools
Below, we’ll address the top 10 AI web scraping tools you should keep on your radar in 2025. We’ll discuss their top features, use cases, ease of use for developers, pricing models, and more.
1. Oxylabs
Oxylabs provides an AI-powered and ML-enabled Web scraper API for developers to manage web scraping operations on any scale. From AI-powered scraping to powerful proxies, Oxylabs provides everything under one roof for anyone to manage every phase of a web scraping operation.
Its solutions are designed to help users improve scraping efficiency and streamline any workflows via enhanced automation and smart proxy rotation. Thanks to a huge selection of global proxies covering 195 countries worldwide and over 177 million IP addresses, Oxylabs simplifies the entire scraping process, giving you easy access to all public data sources.
Key use case: Ideal for both small and large-scale scraping using AI and advanced API tools.
Top features:
An all-in-one data extraction and collection platform that covers every phase of your web scraping process.
OxyCopilot – Generate scraping and parsing requests automatically with an AI-driven assistant.
An extensive selection of proxies, from ISP and mobile IPs to high-traffic solutions.
Seamless integration with frameworks like Puppeteer, including ready-to-use code and multi-language support.
Pricing:
- Free trial (Up to 2000 results)
- Micro – $49 per month
- Starter – $99 per month
- Advanced – $249 per month
Pro: Powerful API with easy integration to any AI model
Con: Focused for businesses, might be expensive for individual use
2. Apify
Apify is an all-in-one platform for developers encompassing automation, AI tools, and web scrapers. Developers can harness the power of this AI-driven powerhouse to design, develop, and deploy custom-made AI-powered scrapers for various use cases.
For example, you can build an AI scraper for extracting data from social media like TikTok and Instagram. Also, Apify provides a platform for building personalized AI scrapers using any available documents, tools, and resources.
Key use case: A robust platform for building custom scrapers, ideal for extracting data from social media.
Top features:
Integrations with popular frameworks like Selenium, Scrapy, and Puppeteer.
Web crawling and browser automation capabilities.
Residential and rotating datacenter proxies to prevent IP bans.
Headless browsers to bypass anti-scraping measures, including geo-blocking.Scalable and secure storage for your data.
Pricing:
- Free – $0
- Starter – $39 per month
- Scale – $199 per month
- Business – $999 per month
Pro: All-in-one web scraping API with development and maintenance capabilities
Con: Limited access for free trial
3. ScraperAPI
ScraperAPI offers reliable AI-powered web scraping and data extraction services. It uses AI to streamline the process of crawling, scraping, and extracting data from any source on the web. It’s perfect for beginner developers as it eliminates the need to write endless lines of code to develop complex scraping solutions.
Instead, you simply send a scraping request to the Scraper API and let the platform handle all the heavy lifting, without worrying about anti-scraping measures, browsing, proxies, etc.
Key use case: Top web scraping AI solution for extracting e-commerce, SERP, consumer, and real estate data.
Top features:
- 40 million proxies.
- Effective IP ban bypassing.
- Enhanced geotargeting.
- Automated CAPTCHA and browser handling.
- Asynchronous requests for high-speed scraping.
- Returns structured JSON data directly.
Pricing:
- Hobby – $49 per month
- Startup – $149 per month
- Business – $ 299 per month
- Scaling – $475 per month
Pro: Simplified proxy management for easier anti-scraping bypassing
Con: Limited customization options
4. Zyte (ex-Scrapy)
Zyte allows you to easily access data on any modern website using AI and machine learning. It automatically extracts information from dynamic web pages without requiring you to develop and maintain specific scraping rules for each data source.
Additionally, Zyte effectively bypasses IP bans, allowing you to scrape and extract data from all sources regardless of the complexity level.
Key use case: Ideal for automating data scraping, extraction, and parsing on any scale using AI.
Top features:
Effortlessly move between AutoExtract API and Zyte API
Open-source and Scrapy integration.
- Advanced JavaScript rendering to handle dynamic content.
- Automated IP ban handling.
- Automate scraping controls like scrolls and clicks.
Pricing: Zyte pricing comes in a pay-as-you-go model, allowing you to only pay for what you use. Prices are based on requests and resources.
Pro: Eliminates the need to write any parsing code for many common use cases.
Con: Unclear pricing structure might incur additional expenses
5. Diffbot
Diffbot uses AI to turn robust, unstructured datasets into a well-structured, easily manageable database. This allows you to transform large chunks of raw information into usable and actionable insights. Thanks to this, you can track, analyze, extract, and summarize articles, product reviews, business articles, investments, locations, and more with a simple API call.
Key use case: Automatically extracting and structuring data on retail products, organizations, news, and articles.
Top features:
A Knowledge Graph that organizes data into different categories for easy querying.
Transform raw text into summarized reports using NLP.
On-demand refreshing and extraction of data.
Regular dataset updates.Crawls and extracts information into a structured database of discussions, articles, and products.
Pricing:
- Free – $0 (free forever)
- Startup – $299 per month
- Plus – $899 per month
Pro: Transforms any raw data into well-structured and actionable insights using AI.
Con: Hefty pricing might not be suitable for smaller teams of developers
6. Firecrawl
Firecrawl is an open-source, AI-powered web scraping platform for developers, AI researchers, and LLM engineers. Its main purpose is to supply fresh datasets for AI developer applications and tools. The platform uses AI to crawl, scrape, extract, and structure any type of data from any website, and it can effectively extract dynamic content rendered with JavaScript.
Additionally, Firecrawl uses stealth proxies to bypass anti-scraping measures. Whether you need real-time content for your AI assistant, code editor, or app-building software, Firecrawl has you covered.
Key use case: Ideal for acquiring fresh, clean, real-time web data for your AI apps on a small and large scale.
Top features:
- Transforms website content into LLM-ready data.
- Advanced webpage crawling.
- Enhanced web search and result extraction.
- Parses data from various formats, including docx and PDFs.
- Smart Wait pauses scraping until the content loads fully.
Pricing:
- Free – $0 (one-time)
- Hobby – $16 per month
- Standard – $83 per month
- Growth – $333 per month
Pro: Uses AI to transform websites into an LLM-ready, well-structured database.
Con: Currently doesn’t extract any social media data
7. SerpAPI
SerpAPI is an AI-driven scraper that specializes in extracting all sorts of data from the Google search engine. It provides a user-friendly and fast API interface that allows you to launch search queries using keywords and locations.
SerpAPI supports all sorts of coding languages and automated data libraries. It provides real-time scraping results in a well-structured database, allowing you to extract structured SERP data in any way you prefer.
Key use case: Scraping structured Google data in real time, including news, images, and maps.
Top features:
- CAPTCHA solving.
- Full browser and cluster support.
- IP access worldwide via SerpAPI infrastructure.
- Extracts structured SERP data in real time.
- Google geolocation and targeting.
- Returns results in a clean JSON format.
Pricing:
- Free – $0 per month
- Developer – $75 per month
- Production – $150 per month
- Big Data – $275 per month
Pro: Perfect tool to scrape all sorts of Google data with high reliability.
Con: The free plan gives you only 250 free Google searches per month.
8. Browse AI
Browse AI offers advanced scraping features like smart proxy management, automatic retries, and error recovery to effectively scrape data from any source on the internet. It uses AI-enabled smart scraping bots to execute user-specific scraping operations on any website.
The platform comes with an extensive range of customization options, allowing you to personalize extraction using locations, data ranges, and search terms.
Key use case: Ideal AI platform for building scraping bots and automating data pipelines in real time.
Top features
- No-code data extraction.
- One-click extraction from up to 500K URLs.
- AI-enabled website adaptation.
- Transforms raw data into structured datasets.
- Automated AI-enabled website monitoring and change detection.
Pricing:
- Free – $0 (free forever)
- Personal – $48 per month
- Professional – $87 per month
- Premium – $500 per month
Pro: Uses AI training and learning models to quickly adapt to unexpected website changes.
Con: Free version is not suitable for highly specialized web scraping and extraction operations.
9. Octoparse
Octoparse is ideal for developers who wish to save time and effort on transforming extracted content into structured, easily scannable datasets. Moreover, the tool does this without requiring any coding.
With Octoparse, you can build custom-made AI scrapers using a developer-friendly workflow builder. You also get a full visual report in your browser with AI insights, tips, and recommendations.
Key use case: No-coding solution for structuring extracted data using the power of AI.
Top features:
- AI-enabled web scraping assistant with auto-detection
- 24/7 automatic data export with OpenAPI support
- Smart scraper scheduling
- Advanced proxy support with IP rotation, global proxies, CAPTCHA solving, etc.
Pricing:
- Free – $0 per month
- Standard – $99 per month
- Professional – $249 per month
- Enterprise – custom pricing
Pro: All-in-one AI scraping solution with OpenAPI support and automatic exporting
Con: Free plan gives you very limited access to AI scraping features and doesn’t include proxy support
10. BrightData
BrightData provides dedicated web scraper APIs with advanced AI capabilities for developers looking for reliable endpoints for extracting and gathering structured datasets. With access to over 120 popular web domains, BrightData guarantees successful, ethical, and compliant bulk scraping. The platform can also handle a huge number of URLs simultaneously, allowing you to gather extracted data in a preferred format.
Key use case: Perfect AI data scraper for developers looking to extract and gather huge chunks of web data in a safe, secure, and compliant manner.
Top features:
- Proxy support and network with a vast selection of residential IPs
- AI-enabled and NLP-powered scraping bots with advanced parsing
- BrightData scraping browser simulator
- Automated CAPTCHA solver
- Scraper builder with extensive customizations
- No-code scraper
Pricing: BrightData offers two pricing models: pay-as-you-go and a monthly subscription. The former allows you to pay based on usage, while the latter starts at $499.
Pro: Get dedicated access to scraping endpoints for over 120 most popular web domains
Con: Pricing plans are quite expensive compared to other competitors
Comparison Table
Below is our comparison of all 10 AI web scrapers, including their AI capabilities, JS rendering support, proxy selection, pricing, and more.
Security & Compliance Tips
While you can obtain the information you need using AI data scrapers, you should be aware of web scraping compliance and security challenges. Otherwise, you could face legal consequences. Every scraping operation should be executed legally and ethically, respecting the target's intellectual property rights, data privacy standards, and terms of service. You can learn more about AI scraping policies by visiting Cloudflare.
Here are some quick tips to help you out:
Respect websites’ robots.txt – follow the rules on which pages you are allowed to scrape;
Follow GDPR rules – you must ensure full compliance with GDPR standards on the use of personal data and information, especially when scraping user-generated content;
Use secure API key storage – the best option for securing your API scraping keys is to store them as system-level environment variables or use a cloud provider like AWS Secrets Manager.
FAQs
What is AI web scraping?
AI web scraping is the process of extracting data from web sources using the power of artificial intelligence technologies, including NLP and machine learning. AI streamlines the entire process of targeting, accessing, scraping, and extracting data using automation and its immense learning capabilities. An AI scraper can overcome challenges that traditional tools couldn't handle by adjusting to dynamic content and complex website layouts.
Is web scraping legal with AI tools?
If conducted appropriately following the terms of use, GDPR, and compliance standards, AI web scraping is legal. There are no specific laws or regulations prohibiting AI data scraping or the use of AI web scrapers.
What’s the best AI data scraper?
The best AI data scraper is the one that addresses your specific needs and scraping applications. If we take a look at the tools on our list, we can safely say that Oxylabs stands out as the best, all-in-one AI-powered data scraping platform with reliable AI, proxy, and JavaScript rendering support.
How do I avoid being blocked while scraping?
The best way to avoid being blocked while scraping is to use an AI-enabled data scraper to automate CAPTCHA solving, proxy rotation, scraping requests, and more. You can also scrape different pages at different speeds and simulate real user online actions using headless browsers to bypass anti-scraping mechanisms.
Conclusion
In the end, we’ve discussed how artificial intelligence helps developers improve the scraping process. In AI data scraping, users utilize trained AI models to extract data from modern websites with changing structures and dynamic content.
You can develop a personalized AI scraper that can easily adapt to changing website layouts, scrape dynamic content, and export it in any format you prefer. In addition, AI helps you automate most mundane processes, expediting the entire scraping and extraction operation.
AI scrapers can also understand the extracted data using adaptive learning capabilities. They facilitate greater ease of use due to no-code solutions, offering improved accuracy and efficiency.
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