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AAA.win

AI tool

Consensus

An academic search and synthesis workspace that connects generated research answers to scientific papers.

Editorially reviewedVerified 2026-08-112 official or primary sources

What it is

Consensus describes its product as an AI search workspace for scientific research. It supports natural-language discovery and cited synthesis built from research papers rather than presenting an uncited general web answer.

Paper citations make review possible but do not perform study-quality assessment for the reader. Test retrieval coverage, population and outcome matching, citation entailment, and treatment of conflicting findings before relying on a synthesis.

Worth evaluating for

  • Exploratory questions that need links back to scientific literature
  • Rapid evidence orientation before a formal database search
  • Students and research teams practicing citation-first review

What to measure

  • Whether retrieved papers match the population, intervention, and outcome in the question
  • Whether generated statements accurately reflect the cited paper
  • Visibility of study design, publication date, and conflicting evidence

Decision cautions

  • A cited synthesis is not a systematic review or professional recommendation.
  • Database coverage and paper access can vary across disciplines and over time.
  • Reviewers still need to inspect methods, bias, and applicability in the original studies.

Sources checked

Open the original pages before relying on a time-sensitive product decision.

  1. Consensus academic research guideConsensus
  2. About ConsensusConsensus
Version · v4.3.4-indexnow-root-proof

Latest releases

IndexNow root-proof request compatibility

After v4.3.3, the exact root-level {key}.txt proof returned HTTP 200, but a full request carrying keyLocation still returned HTTP 403; a minimal homepage request with the same production key and no keyLocation returned HTTP 202. This release omits that field, while the automatic full run and idempotent rerun remain deployment checks.

IndexNow key-proof compatibility

Changed IndexNow verification to the official root-level {key}.txt convention after the first production notification returned HTTP 403; revalidation remains pending, while the website, sitemaps, and Bing sitemap processing are unaffected.

Bing sitemap discovery and IndexNow change notifications

Prepared canonical sitemap discovery for Bing and added automatic IndexNow change notifications while keeping segmented sitemaps authoritative and making no claim that a notified URL has been crawled or indexed.

View all releases