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cited, structured report
Key findings from a Magpie research report on llms.txt, each sentence tagged with the numbered sources behind it — compiled from 86 usable facts for $0.02.

Let Magpie search, on sites you trust.

Give Magpie the question and it finds the sources itself — on the sites you allow, preferring the ones you rate, skipping the ones you don’t.

Research’s Advanced panel set never to read reddit.com, quora.com or medium.com and to rank rfc-editor.org and developers.google.com up, for a Standard-effort run capped at $0.30.

A cited, structured report.

Findings come back in sections, and every claim links to the page it came from.

A Magpie report on how sites use robots.txt against AI crawlers: an executive summary and a comparison table of AI and search-engine crawlers, each claim tagged with numbered source chips.

Export it anywhere.

Take the finished report into your notes, your docs or your pipeline. It’s yours, on your machine.

The report’s 11 sources with how many facts each supports, and its export row — Markdown, Sources CSV, BibTeX — with the pandoc command for Word or PDF.

Compile a report in three steps.

  1. 01

    Ask the question

    Write what you want to know, the way you’d brief a colleague.

    Research’s question box: “How are websites using robots.txt to control AI crawlers?” at Standard effort.
  2. 02

    Choose the sources

    Let Magpie search, and tell it which sites to allow, prefer or skip.

    The run’s live log mid-read: each page it read, the facts it took from it, and its next searches.
  3. 03

    Read and export

    Read the cited report, then export it wherever it’s needed.

    The finished report’s export buttons — Markdown, Sources CSV, BibTeX — and the pandoc command for DOCX or PDF.

Research, answered.

More in the docs
Which model writes the report?

The LLM you choose, called with your own API key directly from your machine. No markup, no credits.

Can I check where a claim came from?

Yes. Every claim carries a numbered citation. Open it to see the quoted passage, the snapshot it came from and the page itself.

Can I limit research to sources I trust?

Yes. Allow only the domains you trust, deny the ones you don’t, or prefer some over others. It can also read pages behind a login you’ve captured.

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