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Research Agents · Reviewed 22 Oct 2026

Consensus

AI search engine for peer-reviewed research, accelerating literature review and analysis.

from $12 · free tier · consensus.app ↗

Paid against free › Research Agents › Consensus

Consensus at a glance
6.1MEstimated total trafficModeled monthly visits109.4KRanking keywordsPublic search sample98/100Technical health1 pages checked18.3KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

Consensus is an AI-powered academic search engine that helps researchers find and analyze peer-reviewed literature S1. It is used by researchers, students, and clinicians to accelerate literature reviews and answer research questions S13 S45. The platform provides AI-generated answers, study snapshots, and citation graphs to streamline the research process S13 S11.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Consensus is an AI academic search engine for peer-reviewed literature S1.
  • Core purpose: It solves the problem of time-consuming literature search and review S13.
  • Intended users: Researchers, students, and clinicians at leading institutions S13 S45.
  • Product scope: A web-based platform with search, citation graph, reference manager, and API S1 S11 S12 S18.
  • Positioning: Positioned as a research OS for finding, organizing, and analyzing science S1.
  • Claimed distinction: Claims to automate literature review and provide evidence-backed insights S1 S13.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
ResearchersAutomate literature reviews to save time S13.
StudentsFind evidence-backed answers for research questions S13.
CliniciansFilter for clinical trials and systematic reviews S45.
Research organizationsUse citation graphs to scope theses or position grants S11.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
AI SearchSearch and analyze peer-reviewed literature with AI-generated answers S1.
Deep SearchAutomates literature review by creating and running a search strategy S1 S13.
Study SnapshotsExtracts structured data from studies, including methods, outcomes, and sample sizes S13.
Citation GraphMaps the lineage of a paper, showing cited and citing works S11.
Full-Text AnalysisAnalyzes full papers, including uploaded PDFs, and links answers to specific passages S21.
Reference ManagerImports, organizes, and searches personal paper libraries S12 S46.
Research AgentBuilds comparison tables and maps missing research from collections S15.
APIAllows embedding Consensus search into custom workflows S18.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
ZoteroIntegrationImport Zotero library in one click S12.
LibKeyIntegrationDirect access to institutional journal subscriptions S13.
RIS, BibTeX, PDFData portabilityImport papers from these formats S12.
APIAPIEmbed Consensus search into custom workflows S18.
EndNote, MendeleyIntegrationExport references to these managers S125.
Semantic ScholarIntegrationHighlights influential citations S125.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Free$0 per month S110 Pro messages, up to 3 Deep reviews S1Not established
Pro$12 per month, billed annually ($144/year) S115 Deep reviews, unlimited Pro messages, 500 API and MCP uses S1Not established
Deep$45 per month, billed annually ($540/year) S1200 Deep reviews, 2,000 API and MCP uses S1Not established
Team and EnterpriseContact sales S1Not establishedNot established

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
youtube.com213a i for research
globalrph.com111abbreviation dm medical
medlineplus.gov112abbreviation dm medical
aiu.edu112a i for research
news-medical.net113abbreviation dm medical
claudecoworkcourse.com113a i for research
researchgate.net114abbreviation dm medical
blogs.thephdcoaches.com114a i for research
coursehero.com115abbreviation dm medical
notjustapatch.com116abbreviation dm medical

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 6.6%
MonthSource
—All AI assistants
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
integrationsConsensus is an AI academic search engine for peer-reviewed literature—your research OS for finding, organizing, and analyzing science 10x faster.https://consensus.app/
pricingKeep using basic paper search for free, without any AI analysis.https://consensus.app/pricing/
integrationsAre you a journalist writing about AI's role in science? Chat with us!https://consensus.app/home/contact/

These are first-party product claims, not independent measurements of AI-search visibility.

15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where youtube.com appears.2 first-page appearances across a i for research

Website intelligence — Collected evidence

Website evidence gaps

  • features: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
Product HuntConsensus Reviews (2026) / Product HuntGrounded web search### The community submitted 11 reviews to tell us what they like about Consensus, what Consensus can do better, and more. ... 5.0 ... Reviewers describe Consensus in narrow but clearly positive terms: they value getting science-based answers quickly and say it gives them more confidence when researching both familiar and unfamiliar topics, especially amid noisy or partisan public debate. The feedback does not offer much detail on depth, accuracy, or workflow, but one user explicitly asks for sto
TechreviewerConsensus Reviews 2026: Pricing, Features & Alternatives – Techreviewer.coGrounded web search### Product review platforms The product's reputation is reflected through ratings and reviews from different review websites: 4.7 (1863 reviews) G2 5.0 (1 review) Capterra 5.0 (11 reviews) Product Hunt 4.9 (327 reviews) GetApp
ToolradarConsensus Reviews, Pricing & Alternatives (2026) - 4.7/5Grounded web search## Ratings Across the Web 4.7(1,853 reviews) Consensus holds an aggregate rating of 4.7 out of 5 from 1,853 reviews across G2, last checked September 6, 2026. G2 1,853 reviews 4.7/5 Ratings aggregated from independent review platforms. Learn more
Product HuntConsensus: A search engine that finds you answers in scientific papers / Product HuntGrounded web searchReviewers describe Consensus in narrow but clearly positive terms: they value getting science-based answers quickly and say it gives them more confidence when researching both familiar and unfamiliar topics, especially amid noisy or partisan public debate. The feedback does not offer much detail on depth, accuracy, or workflow, but one user explicitly asks for storage and retrieval features for individuals, suggesting a gap in personal organization. Founder reviews add no usable specifics, so th
trustkit.coConsensus Review & Trust Score 36% — GDPR & Compliance Rating / TrustKitGrounded web searchin ways that would expose individual research interests. The search index is based on publicly available academic literature rather than proprietary user data. Pricing includes a free tier with limited monthly searches. The Premium plan at $8.99/month
pmc.ncbi.nlm.nih.govThe Use of Generative Artificial Intelligence (AI) in Academic Research: A Review of the Consensus App - PMCGrounded web searchon identifying applications, benefits, and ethical concerns related to the Consensus App. The ... In total, 10 papers were included in the final review. ChatGPT-4.5 was used to assist in synthesizing key themes across the articles

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

17

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipNot published on the collected pages.—
Contact and supportNot published on the collected pages.—
Legal and privacyNot published on the collected pages.—
Security and complianceNot published on the collected pages.—
Uptime and status pageNot published on the collected pages.—
Domain registered2020-07-27—
Domain expires2027-07-27—

Not found on the collected pages: company and ownership, contact and support, legal and privacy, security and compliance, uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

18

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
Consensus Product Changelog - ConsensusChangelogConsensus is committed to consistently improving your research by shipping at superhuman speed.The current iteration of the product is less than a year old. Below is every significant update we’ve made since the launch of Consensus 2.0 in Nov 2023:April 2024 Search History and new Sidebar (source)Nov 2023
Consensus Product & Feature Updates - ConsensusChangelogPublic product change history. (source)Not dated

Not found in the collected public sources: public roadmap, status page, separate help center or knowledge base.

Technical

19

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Web-based platform S1.S1
Platforms and appsWeb platform S1.S1
API and extensibility (API, SDK, webhooks, MCP, plugins)Offers an API for custom integrations S18.S18
Data ownership and exportSupports export to RIS, CSV, and reference managers S122 S125.S122 S125
Performance and reliability claimsNot published on the collected pages.—
Release activityProduct changelog indicates ongoing updates S122.S122
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2020-07-27 — Squarespace Domains II LLC.
Domain expires2027-07-27
TLS certificateGoogle Trust Services, valid, expires 2026-12-15
Security headersReferrer-Policy
Headers not servedHSTS, CSP, X-Content-Type-Options, X-Frame-Options
Server headercloudflare
Mail handled byaspmx.l.google.com, alt2.aspmx.l.google.com
Nameserversdeb.ns.cloudflare.com, devin.ns.cloudflare.com

Not measurable: wayback: rate limited by archive.org, ladder stopped after 1 probe(s). A gap here means the lookup was unavailable, not that the finding is negative.

21

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 1 of 15 maximum
  • Technical health: 98/100
  • Critical issues: 0
  • Warnings: 0
  • Notices: 1

Issues

SeverityIssueValueAffected URL
noticeLow visible word count7https://consensus.app/

Crawled pages

StatusTitleH1sWordsResponseURL
200Consensus: AI for Research17122 mshttps://consensus.app/

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct49.1%
search32.4%
search organic27.6%
search paid4.8%
social2.5%
social organic2.2%
social paid0.3%
referrals7.2%
paid referrals0.7%
mail1.3%
gen ai6.6%
affiliate0.1%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors. Evidence gaps include lack of detailed security, compliance, and uptime information. Open questions remain about the full capabilities of the Research Agent and the exact terms of Team/Enterprise plans.

24

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 12 of 15 collected pages from consensus.app, including feature pages, blog posts, and the pricing page. The evidence catalog includes 180 items, with sources ranging from product descriptions to changelogs. External proof search was used but did not verify any third-party claims. Limitations include potential missing pages and the need to rely on first-party information.

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