Rabbit Hole

What Rabbit Hole is

Rabbit Hole is a macOS research assistant that searches public sources and turns findings into cited reports. It coordinates 10 specialist AI agents across eight or more sources, then checks factual claims for inline links and flags those that need correction. A separate reviewer looks for assumptions, dependencies, and evidence that might undermine a thesis. Findings are labeled High, Medium, or Low confidence according to source quality and corroboration, with contradictions flagged.

Its listed sources span academic literature, social platforms, financial filings, news, and developer communities, including arXiv, Google Scholar, Reddit, SEC filings, WSJ, GitHub, and Stack Overflow. Reports can take the form of timelines, competitive battlecards, or market maps, and export to PDF, Excel, or Markdown. The product is presented for literature reviews, social sentiment research, company due diligence, and technical research. Use requires macOS and the Rush application. Its privacy policy says queries and reports are processed locally on demand, with session history and generated files stored on the Mac rather than company servers. Data transmission uses TLS, and Anthropic Claude handles AI processing; Anthropic says API inputs are not used for training. AI reports can contain errors, so critical findings and citations should be checked against primary sources.

Who it suits

Rabbit Hole suits researchers, analysts, and teams working on academic literature, social sentiment, company diligence, or technical questions. It is aimed at people who want source-linked findings and structured report exports on a Mac.

Limits

The Free plan allows five reports per month and parallel search across arXiv, SEC, Reddit, and Hacker News. Pro allows 20 reports per month, Plus allows 40 and reports up to 5,000 words, and Team allows 100 and reports up to 5,000 words.

Getting started

1. Visit https://gorabbithole.ai/.
2. Use a Mac running macOS and the Rush application.
3. Start with the Free plan, which allows five reports per month, or choose a paid tier.
4. Run research across the sources available to the selected plan.
5. Export the resulting report as PDF, Excel, or Markdown.

Verdict

Choose Rabbit Hole if you need cited public-source research with confidence ratings, critical review, and report exports on macOS. Look elsewhere if you need a platform other than macOS, or if five monthly reports are insufficient and a paid plan does not suit your budget.