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Tool review · Research

Consensus

What do the papers say — a yes/no snapshot, not a literature review.

7.9/10Best evidence snapshot from papers

Gregory Greenstein, Aiacent

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The Aiacent take

Consensus is the research tab we would open for a yes/no from the literature: does melatonin help, does this method show up, what do trials say. You get a short synthesis and a stack of papers. That is a snapshot. It is not Elicit's extraction table, and it is not Perplexity's web brief.

We ranked it third because the job is narrower than people who search 'best AI research tools' expect. If you needed to extract methods from forty PDFs, Elicit. If you needed 'what is true on the public web,' Perplexity. If you needed a draft, leave this ranking.

Skip Consensus if you will paste the meter into a slide and call it diligence. Skip it if the question is a market, a competitor, or a pricing page.

Product look · figure pending

Consensus

Best for. People who need an evidence snapshot from research papers before they write the brief.

Skip if. You needed a full extraction table (Elicit) or a cited web pass (Perplexity).

No vendor screenshot until a rights-cleared file exists at public/figures/consensus.png. We do not hotlink app UIs.

Consensus — Best evidence snapshot from papers. Best for: People who need an evidence snapshot from research papers before they write the brief. Skip if: You needed a full extraction table (Elicit) or a cited web pass (Perplexity). Rights-cleared capture goes at public/figures/consensus.png. We do not hotlink vendor UIs.

Pros

  • The consensus meter is honest about direction, not a fake certainty bar
  • Faster than Elicit when the question is 'does this intervention show up in papers'
  • Citations you can actually open — if you will

Cons

  • A snapshot is not a review. Do not cite the meter in a paper
  • Coverage is papers, not the trade press or a 10-K. Wrong corpus, wrong tool
  • Easy to treat a green meter as proof. It is a search result

Who it's for

  • Operators and writers who want an evidence check before they claim a fact
  • Students and analysts who need a paper trail, not a chat
  • Anyone whose ChatGPT habit is 'is this true in the literature'

Who should skip it

  • People running a real literature review (Elicit)
  • People researching a market or a competitor (Perplexity)
  • People who needed a writer (ChatGPT or Claude)

What matters in the product

Consensus meter

Direction from papers that matched. Not a meta-analysis. Read the abstracts.

Paper results

The actual product. If you will not open them, you bought a mood ring.

Pro search

Filters and volume. Useful. Still not a substitute for inclusion criteria you wrote down.

Verdict

The evidence snapshot. Buy Consensus when the question is 'what do papers say, quickly.' Buy Elicit when you have to extract. Do not buy it as a writer or a web researcher.

Open Consensus

FAQ

Free is useful; Premium is the honest volume seat Public list we last checked: Free: $0 (Enough to see the meter); Premium / Teams: Subscription (Where search volume stops capping you). Confirm on the vendor site. We do not set their prices, and we do not invent promotional codes.

Refund and cancel terms are not listed here because we do not republish unpublished vendor policies. Check the vendor checkout and help center before you buy.