application

Consensus

Consensus is an academic search engine that combines paper retrieval with AI summaries and synthesis. Its documented features include research filters, questions about papers and s…

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ConsensusAI tool

Consensus is an academic search engine that combines paper retrieval with AI summaries and synthesis. Its documented features include research filters, questions about papers and saved lists. It can help researchers and students identify relevant literature and organize a reading list around a specific question.

BEST SUITED TO

Finding and understanding research papers

Features

  • Academic search
  • Paper summaries
  • Saved research lists

Cons

  • AI synthesis does not replace reading study methods, limitations and conflicting findings.

Source-based assessment. See the dated evidence below; this is not a hands-on test.

Third-party reviews

Each provider uses its own audience and scoring method. These scores are separate from Lumen reviews and do not measure AI benchmark performance.

Trustpilot ↗

2.4 / 5 · 6 reviews

Customer experience reviews of this domain; not an AI capability benchmark · Profile: Consensus (consensus.app) · Checked 2026-09-09

Sources & evidence

Inspect where each claim comes from. Source checks and hands-on tests are different.

Capabilities

Stale

Academic search; Paper summaries; Saved research lists

View source Source consulted: 2026-09-09

Directory summary

Directory snapshot; not independently checked

Consensus is an academic search engine that combines paper retrieval with AI summaries and synthesis. Its documented features include research filters, questions about papers and saved lists. It can help researchers and students identify relevant literature and organize a reading list around a specific question.

View source Source consulted: 2026-01-16

Limitations

Stale

AI synthesis does not replace reading study methods, limitations and conflicting findings.

View source Source consulted: 2026-09-09

Product overview

Stale

Consensus is an academic search engine that combines paper retrieval with AI summaries and synthesis. Its documented features include research filters, questions about papers and saved lists. It can help researchers and students identify relevant literature and organize a reading list around a specific question.

View source Source consulted: 2026-09-09

From the official website

Consensus is an AI academic search engine for peer-reviewed literature—your research OS for finding, organizing, and analyzing science 10x faster.

Vendor description excerpt · Captured 2026-09-10 · Read the full description ↗

Links & resources

Record updates

Changes to this listing and dated source checks. These are not vendor release notes or hands-on product tests.

  1. Official page checked; 3 explicit product fields found.

    Source ↗
  2. Official structured data: updated platforms.

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  3. Replaced the unchanged imported description with a source-checked summary.

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  4. Curated source check: updated cons.

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Listing provenance

Existing Lumen listing; inspect the dated evidence for individual claims. AItoolbuzz source listing · Source snapshot 2026-01-16.

Category mapping: Lumen editorial · Source task: Scientific article summaries. Import and automated website checks do not establish current pricing, availability or product performance.

Catalog data adapted from AItoolbuzz under CC BY-SA 4.0. Lumen normalizes URLs, maps categories and adds separately attributed editorial material.

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