Updated March 9, 2026
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 is an enterprise-grade web data platform providing proxy infrastructure, browser automation, and ready-made datasets for AI training. Serving Fortune 500 companies, it offers Web Scraper IDE, Scraping Browser with AI capabilities, and pre-collected datasets from major websites.
What each tool does well, and the limitations to keep in mind.
Pros
Cons
Respan lets you trace LLM and agent calls across any model or framework, A/B test prompts on production traffic, and route requests across 500+ models through one gateway.