Consensus

Ask a falsifiable science question and meet studies, not listicles.

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Details

Website: consensus.app
Category: Research & Data Analysis
Domain Rating: DR 79
Pricing: Free / paid for higher volume
Listed: May 2026
Verified: Aug 2026

Evaluation

What to know

Best for

Falsifiable science questions
Students checking a viral claim
A first pass at whether literature exists

Not ideal for

Marketing copy
Open-web current events (Perplexity)

Key features

Question to papers
Study-oriented answers
Citations you are supposed to open

Pros

Aims at studies, not listicles
Useful as a claim check

Cons

One-liners get over-trusted
Not a full review method

ToolifyNav verdict

Consensus is a claim check, not a systematic review. Elicit is the review table. Scite is the later argument. Perplexity is the web. Use it to see whether a question has a literature, then go read. If you will not open a PDF, you will cite a chatbot. Confirm the papers match the claim you intend to make — titles lie. Treat the one-line answer as a pointer. Open two papers, write one sentence of your own, then decide. If you cannot spare that, you are not doing research. You are decorating a claim.

About

About Consensus

Consensus is the productization of “is there research on this?” Students use it to pressure-test a viral claim before they cite it. That only works if the question is falsifiable and you open the papers.

Ask → read cited studies → note sample sizes and conflicts → then summarize. The one-line answer is a trailer, not the movie. Treating it as gospel is how bad literature reviews are born.

It is not a marketing writer. It is not a news agent. It is not an IDE. Elicit still owns extraction tables. Scite still owns citation stance. Perplexity still owns the messy open web.

If you wanted a blog intro about “studies show,” leave.

Phrase the question so a paper could prove you wrong. 'Is AI good?' will get mush. 'What do randomized trials say about X in adults since 2018?' gives the product something to do. Conflict between studies is a finding. Hide it and you are writing marketing. Falsify the question or do not ask it.

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