What Browse AI does well
Browse AI made no-code scraping and monitoring genuinely approachable — record a robot by clicking through a page, schedule it, and get change-detection alerts when the data moves. For non-technical teams that need a watched data point or a prebuilt robot without writing code, it's a strong, friendly product.
Where Ollagraph goes further
- API-first, not a recorded robot. Ollagraph is a single HTTP endpoint family with a bearer token — drop it into any pipeline, agent, or cron without recording or maintaining a visual robot.
- Structured output + intelligence. Clean markdown, JSON-LD/OpenGraph extraction, plus DNS/WHOIS/SSL/enrichment in the same API.
- Vertical actors + browser automation. Dedicated Amazon/Zillow/Maps extractors and persistent stealth sessions with natural-language actions.
- Agent-native. An MCP server exposes the whole surface to AI agents — no per-site robot to build first.
Side by side
| Feature | Browse AI | Ollagraph |
|---|---|---|
| No-code visual robot builder | Yes (its core) | API-first |
| Scheduled monitoring + change alerts | Yes | Async jobs + webhooks |
| Programmatic HTTP API | Available | Native (the product) |
| Clean markdown output for LLMs | Not native | Native |
| Domain intelligence (DNS / WHOIS / SSL) | Not offered | Included |
| Vertical actors (Amazon, Zillow, Maps) | Per-robot | Dedicated extractors |
| MCP server for AI agents | Not offered | Included |
| Free to start | Free plan | 1,000 credits |
Who each is best for
Choose Browse AI if: Non-technical teams that want point-and-click robots and scheduled change-monitoring on specific pages without writing or calling code.
Choose Ollagraph if: Engineering and AI teams who want a programmatic API — scraping plus structured output plus intelligence plus actors plus agent tooling — they can wire into a pipeline or hand to an agent.
Sources & further reading
The standards behind every tool in this comparison, for readers who want the primary sources rather than our summary of them:
- Web scraping (Wikipedia) — the category these tools operate in, with its technical and legal background.
- RFC 9309 — Robots Exclusion Protocol (IETF, 2022) — the robots.txt standard a responsible crawler honors.
- JSON-LD 1.1 (W3C Recommendation) — the structured-data format these tools extract.
- Retrieval-Augmented Generation (Lewis et al., 2020) — the AI pattern most of this web data ultimately feeds.