What ScrapingBee does well
ScrapingBee is a well-built, developer-friendly scraping API — JS rendering, proxy rotation, screenshots, and a simple parameterized request model. For teams who want reliable rendered HTML or screenshots from arbitrary URLs with a minimal surface, it's a solid, focused choice.
Where Ollagraph goes further
- Structured output, not just HTML. Clean markdown for LLMs and JSON-LD / OpenGraph extraction in the same call, where ScrapingBee centers on rendered HTML you parse yourself.
- Intelligence layer. DNS, WHOIS, SSL, GeoIP/ASN, and company enrichment alongside the scrape.
- Vertical actors + browser automation. Dedicated Amazon/Zillow/Maps extractors plus persistent sessions and natural-language actions.
- Agent-native. A Model Context Protocol server makes the whole surface callable by AI agents.
Side by side
| Feature | ScrapingBee | Ollagraph |
|---|---|---|
| JS rendering + proxy rotation | Yes | Yes |
| Screenshots | Yes | Via browser sessions |
| Clean markdown output for LLMs | Not native | Native |
| Structured data (JSON-LD / OpenGraph) | Bring your own parser | Native |
| Domain intelligence (DNS/WHOIS/SSL) | Not offered | Included |
| Vertical actors (Amazon, Zillow, Maps) | Not offered | Dedicated extractors |
| MCP server for AI agents | Not offered | Included |
| Free to start | Trial credits | 1,000 credits |
Who each is best for
Choose ScrapingBee if: Teams that need focused, reliable rendered HTML or screenshots from arbitrary URLs and want a minimal API surface.
Choose Ollagraph if: Teams who want scraping plus structure plus intelligence plus vertical actors plus browser automation behind one key and one bill.