Writing & AI tools / Consensus
Consensus
Consensus is an AI academic search engine for peer-reviewed literature—your research OS for finding, organizing, and analyzing science 10x faster.
Where it stands
3.4 / 5
Signals score
Not a hands-on test
Based on 1 of 3 signals
- Website health3.7 / 5 · weight 50%
Measured from the tool's public website
Built only from what we can measure or quote without using the tool. How ranking works
Rank by signals
We have not run our own hands-on test on Consensus yet. How tests work
Disclosure: agathox makes some of the tools listed here. They are labelled and scored by the same method as every other tool.
Measured signals
3.7 / 5 · measured 2026-11-08Read automatically from Consensus's public website: how reliable, secure, private and open the site is. This is not a test of how well the tool does its job. How this is measured
- Reliability5 / 5The page answered and finished downloading in 80 ms.
- Security2.8 / 51 of 5 protective headers set (referrer-policy).
- Privacy5 / 5No third-party tracking services found on the page.
- Transparency1 / 5No privacy policy linked; no pricing page linked.
Community feedback
Not enough discussion yet: 3 classified comments from 1 thread. We need at least 12 from 2 threads.
- Positive
“For my query "Can a LLM be used to build an agent?", elicit gave me highly relevant results, whereas Consensus could not find any relevant or recent results. I'm guessing the difference is that Consensus does not have…”
Read in the thread - Positive
“> The current source material used in Consensus comes from the Semantic Scholar database For people who are familiar with this database, are the papers in it trustworthy. It's nice to search directly in scienific papers,…”
Read in the thread - Critical
“What sucks is that even if you do get a consensus, it's not even tractable (e.g. does not properly cite sources), so where could I possibly even use the conclusion drawn?”
Read in the thread
Threads: Consensus: Use AI to find insights in research papers (2023, 51 comments)
Listed, not yet tested
This tool answered when we visited its site on 2026-11-10. The description above is the tool's own. We have not tested it or recorded facts about its limits, pricing or privacy, so it has no score. Are you the maker? Claim this listing to correct details and request a test.
Are you the maker of Consensus? Link to this page
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<a href="https://agathox.com/tools/consensus">Consensus on agathox: compared and tested</a>
Tasks and scores
- Text summarizerNot tested yet
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