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AI Research Tools

Literature search, citation mapping and reading tools for students, academics and anyone who has to defend where a claim came from. Several are free for individuals.

15 tools Links out, nothing to install
  1. 1
    NotebookLM Free ยท paid tiers via Google One

    Upload your sources and it answers only from them, with a citation on every claim. The audio overview that turns a reading pile into a podcast is a surprisingly good way to review material.

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  2. 2
    Perplexity Free tier ยท paid from $20/mo

    Search that answers in prose and links every source, which makes it faster than a search engine for factual questions. Verify the citations, because it sometimes attaches the wrong one.

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  3. 3
    Elicit Free tier ยท paid from about $12/mo

    Extracts structured data from a set of papers into a comparison table: sample sizes, methods, outcomes. Built for systematic reviews, and it saves days of manual reading.

    papersextractionsystematic-review
  4. 4
    Consensus Free tier ยท paid from about $9/mo

    Ask a yes or no research question and it summarises what the literature actually concludes, with the split between studies. Useful for a quick sanity check before you make a claim.

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  5. 5

    Free academic search from AI2 with citation context, influential citation counts and a public API. Many other tools in this list are built on top of its data.

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  6. 6
    Connected Papers Free tier ยท paid from about $6/mo

    Give it one paper and it draws the graph of similar work around it. The fastest way to understand a field you just arrived in.

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  7. 7

    Builds collections that keep recommending new papers as you add to them, like a playlist for literature. Free, and the alerts are genuinely well tuned.

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  8. 8
    Litmaps Free tier ยท paid from about $10/mo

    Citation maps plotted over time, so you can see how an idea propagated. Overlaps with Connected Papers; pick this one if chronology matters to your argument.

    citation-graphtimelinediscovery
  9. 9
    Scite Paid from about $20/mo

    Shows whether later papers supported or contradicted a finding rather than just counting citations. The single best defence against quoting a study that was later refuted.

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  10. 10

    Free citation network explorer that finds the papers connecting two others. Plain interface, no account required, quietly excellent.

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  11. 11
    SciSpace Free tier ยท paid plans

    Explains a dense paper paragraph by paragraph and answers questions about it. Aimed at students reading outside their field.

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  12. 12
    Zotero Free ยท open source ยท paid storage

    The reference manager to standardise on: open source, free, with a browser connector that captures metadata correctly from almost any page. Storage is the only thing you pay for.

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  13. 13
    Paperpile Paid from about $3/mo

    Reference management that lives inside Google Docs, which is why collaborative writing teams choose it over Zotero. Cheap, tidy and less flexible.

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  14. 14
    arXiv Free

    Where machine learning, physics and maths preprints appear first, often months before publication. Nothing is peer reviewed here, so read accordingly.

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  15. 15
    Open Knowledge Maps Free ยท open source

    Turns a search into a visual map of subtopics and the papers under each. A good first move when you do not yet know the vocabulary of a field.

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