“1. Apify Best overall for reusable agents”
“- Thousands of prebuilt scrapers called Actors.”
“- Extracts structured datasets from specific websites.”
“- Supports custom scraping workflows, scheduling and proxies.”
“- API, SDK and MCP integrations.”
“Apify Reusable site-specific scrapers”
“2. Firecrawl Best for structured JSON extraction”
“- Converts websites into clean Markdown or JSON.”
“- Supports custom JSON schemas.”
“- Can crawl entire websites and discover links.”
“- Handles JavaScript-rendered pages.”
“- Designed for LLM and agent workflows.”
“Firecrawl | Yes | Limited | Yes | LLM extraction”
“3. Bright Data Best for enterprise-scale scraping”
“- Large proxy infrastructure.”
“- Managed scraping APIs.”
“- Structured extraction for supported websites.”
“- Browser automation and web unlocking capabilities.”
“Bright Data | Yes | Yes | Yes | Enterprise scale”
“5. Zyte - Automatic extraction of structured product, article and job data.”
“- Automatic extraction of structured product, article and job data.”
“- Browser and HTTP-based retrieval.”
“- Managed proxy and anti-bot capabilities.”
“- API-first integration.”
“4. Browserbase + Stagehand Best for autonomous browser agents”
“- Cloud-hosted browser sessions.”
“- Navigate websites, click buttons and fill forms.”
“- Extract information from dynamic interfaces.”
“- Agent-friendly browser automation.”
“- ZenRows — managed scraping APIs with anti-bot capabilities. .”
“- ZenRows — managed scraping APIs with anti-bot capabilities. .”
“Crawl4AI | Yes | Yes | Yes | Self-hosted scraping”
“- Crawl4AI — open-source scraping and crawling, useful if you want infrastructure under your control. .”
“- ScrapeGraphAI — LLM-powered extraction pipelines. .”
“- ScrapeGraphAI — LLM-powered extraction pipelines. .”
“- Tavily — search and extraction designed for AI agents. .”
“- Tavily — search and extraction designed for AI agents. .”