Rabbit Hole
Rabbit Hole is a macOS research assistant that searches public sources and creates reports with citations.
What Rabbit Hole is
Rabbit Hole is a macOS research assistant that searches public sources and creates reports with citations. It uses specialist AI agents to research across multiple sources, then checks factual claims for inline links and flags claims that lack them. Another agent reviews findings for assumptions, dependencies, and evidence that might challenge a thesis. Findings are rated High, Medium, or Low confidence based on source quality and corroboration, with contradictions flagged. Listed sources include academic papers, social platforms, SEC filings, news, and software development sites. Reports can include timelines, competitive battlecards, and market maps, and export to PDF, Excel, or Markdown. The free plan includes five reports per month and parallel search across arXiv, SEC, Reddit, and Hacker News. The service requires macOS and the Rush application. Its privacy policy says queries and reports are processed locally and on demand, with session history and generated artifacts stored on the Mac. AI-generated reports may contain errors, so critical findings and citations need checking against primary sources.
Good
- Checks factual claims for inline source links.
- Flags contradictions and rates finding confidence.
- Exports reports to PDF, Excel, or Markdown.
- Free plan includes five reports per month.
Watch out
- Requires macOS and the Rush application.
- Free plan limits users to five reports monthly.
- AI-generated reports may contain errors.
Who it suits
Rabbit Hole may suit people doing academic literature reviews, social sentiment research, company due diligence, or technical research. It is for Mac users who want cited reports and can verify important findings against primary sources.
Verdict
Rabbit Hole combines source searching, citation checks, and confidence ratings in a report-focused research assistant. Its Mac requirement and the need to verify critical findings are worth considering before relying on it.
Plans and prices
From Rabbit Hole's own pricing page, checked 9 Oct 2026.
| Plan | Price | What it gives you |
|---|---|---|
| Free | Free | 5 reports per month · parallel search of arXiv, SEC, Reddit, and Hacker News · PDF, Excel, or Markdown export |
| Pro | $29 a month | 20 reports per month · priority processing · email reports or social sharing · PDF, Excel, or Markdown export · $29/month |
| Plus | $99 a month | 40 reports per month · reports up to 5,000 words · priority processing · PDF, Excel, or Markdown export · $99/month |
| Team | $499 a month | 100 reports per month · reports up to 5,000 words · dedicated support · priority processing · PDF, Excel, or Markdown export · $499/month |
The facts
Each one read from Rabbit Hole's own pages, with the date it was checked.
What it does
- AI provider
- The privacy policy names Anthropic Claude for AI processing and says Anthropic does not use API inputs for training.checked 9 Oct 2026
- Citation checks
- A post-execution hook checks factual claims for inline source links and flags claims without them for correction.checked 9 Oct 2026
- Confidence ratings
- Findings receive High, Medium, or Low confidence ratings based on source quality and corroboration, and contradictions are flagged.checked 9 Oct 2026
- Contrarian review
- A dedicated agent stress-tests findings for hidden assumptions, dependencies, and evidence that could falsify a thesis.checked 9 Oct 2026
- Data retention
- The privacy policy says research data is not stored on the company’s servers and session data can be deleted through Rush or by removing local files.checked 9 Oct 2026
- Intended users
- The product presents academic literature review, social sentiment, company due diligence, and technical research as use cases.checked 9 Oct 2026
- Parallel research
- The product says it runs 10 specialist AI agents in parallel across 8 or more sources.checked 9 Oct 2026
- Privacy
- The privacy policy says queries and reports are processed locally and on demand, with session history and generated artifacts stored locally on the Mac.checked 9 Oct 2026
- Product
- Rabbit Hole is an AI-powered research assistant that searches public sources and generates cited reports.checked 9 Oct 2026
- Research outputs
- Reports can include timelines, competitive battlecards, and market maps, and can be exported to PDF, Excel, or Markdown.checked 9 Oct 2026
- Research sources
- Listed sources include arXiv, Semantic Scholar, Google Scholar, Reddit, Hacker News, SEC filings, X, LinkedIn, Discord, WSJ, GitHub, and Stack Overflow.checked 9 Oct 2026
- Security
- The privacy policy states that data transmission is encrypted using industry-standard TLS.checked 9 Oct 2026
- Use limitation
- The terms warn that AI-generated reports may contain errors and advise checking citations and critical findings against primary sources.checked 9 Oct 2026
Where it runs
- Platform requirement
- The terms say the service requires macOS and the Rush application.checked 9 Oct 2026
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