What Tavily does well
Tavily is purpose-built for agents that need to search the web and get back clean, ranked, LLM-ready results with an optional synthesized answer. The search-and-summarize loop is fast, the API is simple, and for 'find sources and answer a question' it's an excellent, focused fit. If your agent's job is primarily real-time search and quick answers, Tavily serves it well.
Where Ollagraph goes further
- The full page, not just the snippet. Tavily returns ranked results and summaries; Ollagraph fetches and renders the actual pages — clean markdown, structured JSON-LD / OpenGraph, screenshots via sessions — for the URLs you care about.
- Managed anti-bot + rendering. A 4-tier engine escalates from a fast HTTP path to a stealth browser with a residential-proxy option, so protected and JS-heavy pages still return. Search APIs hand you links; getting the hard ones to load is on you.
- Intelligence + vertical actors. DNS/WHOIS/SSL/enrichment and dedicated Amazon/Zillow/Maps extractors alongside the fetch — context a search result doesn't carry.
- One key, refunds on failure. Retrieval (where you supply the URLs), extraction, intelligence, actors, and an MCP server all draw from the same credits — 1 per call, failed calls auto-refunded.
Side by side
| Feature | Tavily | Ollagraph |
|---|---|---|
| Agent-tuned web search + ranked sources | Native (its core) | Bring your URLs / crawl |
| Synthesized answer from sources | Yes | Not the focus |
| Full-page fetch + clean markdown | Snippets / summaries | Native |
| Managed anti-bot + JS rendering | Limited | Included (4-tier) |
| Structured data (JSON-LD / OpenGraph) | Not offered | Native |
| Domain intelligence (DNS / WHOIS / SSL) | Not offered | Included |
| Vertical actors (Amazon, Zillow, Maps) | Not offered | Dedicated extractors |
| MCP server for AI agents | Yes | Included |
| Free to start | Free tier | 1,000 credits |
Who each is best for
Choose Tavily if: Agents whose core need is real-time web search with ranked sources and a quick synthesized answer, and who don't need to fetch, render, or enrich the underlying pages themselves.
Choose Ollagraph if: Teams who need to fetch and render the actual pages — clean markdown, structured data, intelligence, and vertical actors — behind one key, often alongside a search step. Tavily and Ollagraph are frequently complementary: search to find, Ollagraph to fetch and extract.
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.