How is Rabbit Hole different from ChatGPT Deep Research?

Rabbit Hole uses multi-agent delegation with 5 specialists (academic, technical, social, product, visual) working in parallel. You get downloadable reports with confidence ratings per claim - not a single chat message. Research completes in 1-3 minutes.

What sources does Rabbit Hole search?

arXiv, Semantic Scholar, Reddit, Hacker News, SEC filings, news, company websites, and general web. Each source type is handled by a specialist agent optimized for that domain, ensuring comprehensive coverage.

Can I export research for my own work?

Yes - everything is saved as downloadable artifacts. Markdown reports, comparison tables as CSV, diagrams as PNG/SVG, and BibTeX files for academic citations. Perfect for thesis literature reviews, investment memos, and competitive analysis.

How do confidence ratings work?

Every finding shows High/Medium/Low confidence based on source quality and corroboration. Peer-reviewed sources from arXiv and Semantic Scholar score higher than forum posts. Contradictions are explicitly noted, not hidden.

How long does deep research take?

Most queries complete in 1-3 minutes. Complex topics with parallel specialist delegation may take 3-5 minutes. You can watch progress in real-time as each agent reports findings.

Blog

Insights on AI research tools and building trustworthy research assistants.

March 25, 2026

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