Best Web Scraping Tools
Tools for crawling, scraping, and extracting structured data from websites and web pages, converting web content into LLM-ready formats for AI applications.
13 tools compared · Layer 2 · Updated March 10, 2026
Top 5 Web Scraping Tools
Ranked by community traction, recent activity, and breadth of capabilities. Tap any tool for full pros, cons, pricing, and alternatives.
Apify is a full-stack web scraping and automation platform with a marketplace of 6,000+ pre-built scrapers (Actors). It provides managed browser infrastructure, proxy rotation, and data storage for large-scale web data extraction. Apify is widely used for feeding web data into AI applications and RAG pipelines.
Bright Data, originally established as Luminati Networks in 2014, is an Israeli technology company founded by Derry Shribman and Ofer Vilenski that offers web data collection and proxy services. Headquartered in Netanya, Israel, Bright Data provides the world largest proxy network with over 150 million IP addresses and comprehensive web scraping tools. The company offers multiple pricing models including pay-per-GB for proxies (USD 2.50-10.50 per GB), pay-per-request for APIs (USD 0.75-2.50 per 1,000 requests), and subscription models for datasets starting at USD 250 per 100,000 records. The Web Scraper API uses flat-rate pricing at USD 0.001 per record, while datacenter proxies start at approximately USD 0.11 per GB and residential proxies at USD 8.40 per GB. Enterprise minimums typically start at USD 500-1,000+. While Bright Data offers powerful scraping capabilities and a massive proxy network, users report unpredictable bills, complex pricing structures with multiple hidden costs, and scaling expenses that can quickly exceed expectations.
+Largest proxy network globally with 150+ million IPs
Firecrawl is an API-first web scraping and crawling platform founded in 2024 by Eric Ciarla, Caleb Peffer, and Nicolas Silberstein Camara. Based in San Francisco with a team of 15 employees, Firecrawl has quickly become one of the most popular enterprise tools for web scraping, raising USD 14.5 million in Series A funding led by Nexus Venture Partners with participation from Shopify CEO Tobias Lütke and Y Combinator. The platform specializes in transforming chaotic webpage content into clean Markdown or structured JSON, making it ideal for AI and LLM applications.
- Web scraping optimized for LLMs
- JavaScript rendering
- Clean markdown output
+LLM-ready output with clean Markdown and structured JSON
Exa is an AI-powered search engine and web search API providing semantic search technology. API pricing is USD 7 per 1,000 search requests with 10 results (USD 1 per 1,000 additional results). Exa Deep costs USD 12 per 1,000 requests, while new Exa Deep (Reasoning) is USD 15 per 1,000 requests. Research agents: exa-research at USD 5 per 1,000 searches plus USD 5 per 1,000 webpages read; exa-research-pro at USD 5 per 1,000 agent searches plus USD 10 per 1,000 webpages read. Websets for data enrichment: Starter (USD 49/mo with 8k credits), Pro (USD 449/mo with 100k credits), Enterprise (custom with unlimited resources). Exa enables developers to build AI applications with advanced web search capabilities and structured data retrieval.
+Powerful semantic search capabilities
More Web Scraping tools
Jina AI provides APIs for search foundation—embedding models, rerankers, web readers, and data processing. Their Reader API converts any URL to clean LLM-ready text, while their embedding and reranker models power semantic search systems. Jina also develops open-source search infrastructure and multimodal AI models.
Proxyon provides fast residential, datacenter, and IPv6 proxies purpose-built for web scraping and automation at scale. It operates on a pay-as-you-go model starting at $1.75/GB with no subscriptions required, supports HTTP and SOCKS5 protocols, and offers city-level geo-targeting across 150+ countries with unlimited concurrent connections and 99.9% uptime.
Spider is a high-performance web crawler built in Rust that can crawl thousands of pages per second. It provides LLM-ready output formats, JavaScript rendering, and anti-bot bypassing, making it ideal for large-scale web data collection for AI applications.
Diffbot uses computer vision and NLP to automatically extract structured data from any web page.
Parallel AI provides web search and research APIs purpose-built for AI agents and chatbots. Its Deep Research API enables complex multi-hop research tasks, its Web Search API provides AI-optimized search context, and its Data Creation and Enrichment feature builds structured datasets from web sources. Achieves 48% accuracy on BrowseComp benchmark vs 1% for GPT-4 browsing. SOC-II Type 2 certified.
ScrapeGraphAI is an open-source web scraping library that uses LLMs to automatically extract structured data from websites. Instead of writing CSS selectors or XPath queries, developers describe what data they want in natural language. Supports multiple LLM providers and handles dynamic JavaScript-rendered pages.
AlterLab is an enterprise-grade web scraping API designed specifically for LLM and RAG pipelines. It bypasses anti-bot systems and extracts data from JavaScript-heavy sites, PDFs, and dynamic content with sub-2-second response times. Unlike general scrapers that output markdown dumps, AlterLab delivers structured JSON output optimized for AI consumption with tiered pricing by page complexity.
Linkup provides a search API for AI agents with real-time web search results.