For researchers

Literature review from PDFs, preprints, and web articles

Synthesize academic PDFs and reporting into structured notes with General Summary or The Student mode. Built for thematic extraction — always verify claims against the source.

For researchers

Evidence synthesis without replacing close reading

Summify supports literature review workflows in the document analysis workspace. Upload papers via our PDF summarizer or analyze public articles with the web article flow.

Verify every claim

AI summaries can miss nuance or misstate findings. Use outputs to orient your reading list, then confirm statistics and citations in the original. See our AI study notes guide for review discipline.

Research-oriented capabilities

  • PDF & preprint support

    Dense academic PDFs with compaction for long documents.

  • Thematic extraction

    Insights, gaps, and connections across sections.

  • Learn for concepts

    Concept cards when using study-focused modes.

How researchers use Summify

  1. 01

    Collect sources

    PDF papers, preprints, and article URLs.

  2. 02

    Choose lens

    General Summary or The Student for concepts.

  3. 03

    Map themes

    Compare insights across your reading set.

  4. 04

    Verify in source

    Confirm claims before citing in writing.

Frequently asked questions

Can researchers summarize academic PDFs?

Yes. Upload papers in the workspace. The Student mode emphasizes concepts; General Summary offers neutral synthesis.

Does Summify cite sources?

Outputs reference themes from your upload. Always verify claims and citations against the original paper.

Can I analyze literature from web articles?

Yes. Paste public article URLs or upload PDFs when paywalls block fetch.

How does Summify handle long papers?

Long PDFs may be compacted for analysis while preserving narrative structure during beta.

Synthesize your next paper

Free during public beta — start with one PDF or article URL.