Consensus

Consensus

Consensus

Consensus is the go-to MCP for academic research. Connect directly to 220M+ peer-reviewed papers to search, synthesize, and build structured research outputs from within your conversation. Run literature reviews, build boolean search strategies, generate bibliographies, identify research gaps, and draft cited content — grounded in studies from PubMed, Semantic Scholar, and ArXiv. Pre-built workflows handle complex tasks in minutes: systematic reviews, curriculum reading lists, grant research with novelty analysis, and clinical evidence synthesis. Built for researchers, students, faculty, and clinicians across biomedical, social science, STEM, and all academic disciplines.

Productivity
ChatGPTClaude

Snapshot

First seen

Mar 25, 2026

54

Score

54 · Needs Work

Dashboard

A faster read on the listing: the score snapshot, the story the page is telling, and the strongest evidence we have right now.

Visibility score

54

Needs Work

Search footprint

11

Out of 40

Listing clarity

43

Out of 60

Evidence signals

9

Screenshots, prompts, and trust links

Listing narrative

What the listing says today

Best rank

14

Tagline

Consensus is the go-to MCP for academic research. Connect directly to 220M+ peer-reviewed papers to search, synthesize, and build structured research outputs from within your conversation. Run literature reviews, build boolean search strategies, generate bibliographies, identify research gaps, and draft cited content — grounded in studies from PubMed, Semantic Scholar, and ArXiv. Pre-built workflows handle complex tasks in minutes: systematic reviews, curriculum reading lists, grant research with novelty analysis, and clinical evidence synthesis. Built for researchers, students, faculty, and clinicians across biomedical, social science, STEM, and all academic disciplines.

Capabilities

Interactive

Description

Consensus is the go-to MCP for academic research. Connect directly to 220M+ peer-reviewed papers to search, synthesize, and build structured research outputs from within your conversation. Run literature reviews, build boolean search strategies, generate bibliographies, identify research gaps, and draft cited content — grounded in studies from PubMed, Semantic Scholar, and ArXiv. Pre-built workflows handle complex tasks in minutes: systematic reviews, curriculum reading lists, grant research with novelty analysis, and clinical evidence synthesis. Built for researchers, students, faculty, and clinicians across biomedical, social science, STEM, and all academic disciplines.

Snapshot notes

First seen Mar 25, 2026

3 tracked keyword intents and 0 category placements

3 screenshots and 3 prompt examples captured

Immediate read

Showing up, but not yet clearly competitive

Confidence: Medium — Description text looks collapsed or unavailable, so this factor is excluded from the weighted total. Tool coverage data is incomplete for this app, so tool depth is weighted lightly and excluded when unavailable.

Best current position is #14

Visual evidence

Screenshots and prompt examples

3 assets captured

Consensus screenshot 1
Does bilingual education benefit cognitive development?
Consensus screenshot 2
Are there interactions between atorvastatin and grapefruit juice?
Consensus screenshot 3
Create a table comparing the environmental benefits, challenges, and costs

Score breakdown

A simpler view of what is driving the score now and where the listing is still leaving the most value on the table.

54 · Needs Work

Showing up, but not yet clearly competitive

Built from search footprint out of 40 and listing clarity out of 60.

Confidence: Medium · Description text looks collapsed or unavailable, so this factor is excluded from the weighted total. Tool coverage data is incomplete for this app, so tool depth is weighted lightly and excluded when unavailable.

54

Score

Search footprint

11

Listing clarity

43

Best observed rank

14

Markets tracked

3

Top 10 placements

0

Trust links

3

Search footprint

Keyword breadth

3 tracked keyword intents rank today.

3/12

Needs attention

Average rank quality

How high the app tends to appear across keyword searches.

6/14

Needs attention

Best observed rank

Best current position is #14.

2/8

Needs attention

Category placements

No tracked category placements are helping yet.

0/6

Needs attention

Listing clarity

Description quality

682 characters of description copy are available.

Description text looks collapsed or unavailable, so this factor is excluded from the weighted total.

0/18

Needs attention

Tagline specificity

Short, specific value propositions earn more credit than generic taglines.

4/4

Strong

Developer trust

Clear developer attribution is helping credibility.

4/4

Strong

Capability coverage

Declared capabilities help users understand the product surface faster.

3/6

Partial

Screenshots

3 screenshot assets are captured.

7/10

Partial

Prompt examples

3 prompt examples are visible.

6/8

Partial

External trust links

3 trust/doc links are helping validate the listing.

6/6

Strong

Tool depth

No tool inventory is currently captured.

Tool coverage data is incomplete for this app, so tool depth is weighted lightly and excluded when unavailable.

0/4

Needs attention

Actions

Priority-ranked changes that would make this listing easier to understand and more competitive in search.

P01

Broaden the search footprint

The app ranks for 3 tracked keyword intents. Expand coverage into more use-case and long-tail terms so discovery does not depend on a narrow set of queries.

P02

Push more intents into the top results

You already have a best observed rank of #14, but overall rank quality still leaves room to improve. Strengthen the listing copy around core use-cases so more intents land in top positions.

P03

Improve category relevance

The app is not benefiting from category placements yet. Make the category use-case more explicit so it is easier to place and compare.

P04

Win one anchor query decisively

The app's best observed position is #14. Turning one high-intent query into a consistent standout ranking would give the listing a much clearer proof point.

P05

Clarify the product surface

Capabilities are declared, but they can be made more specific so buyers understand what the app actually enables at a glance.

Keyword data

Coverage first, then the full searchable ranking list in a compact table.

Top result (#1)

0

Ranks 2-3

0

Ranks 4-10

0

Keyword intents

3

Markets

3

Search summary

0 tracked placements are currently in the top 10

0 category placements are contributing to discovery

Best current position: #14

All tracked keywords and categories

Search the full set without extending the page.

KeywordPositionDelta

productivity

keyword · US

#14

#14

0

productivity

keyword · CA

#14

#14

0

productivity

keyword · FR

#14

#14

0

History

A running view of how the listing has changed across tracked snapshots.

3.0.0

Apr 11, 2026, 7:15 AM

4 changes

Tagline

Consensus is an AI-powered academic search engine that helps users find answers from peer-reviewed research. Search across 200+ million scientific papers to get evidence-based insights with citations. Perfect for students, researchers, and anyone seeking reliable information backed by science. Features include semantic search, paper summaries, citation tracking, and direct links to full studies. Consensus is the go-to MCP for academic research. Connect directly to 220M+ peer-reviewed papers to search, synthesize, and build structured research outputs from within your conversation. Run literature reviews, build boolean search strategies, generate bibliographies, identify research gaps, and draft cited content — grounded in studies from PubMed, Semantic Scholar, and ArXiv. Pre-built workflows handle complex tasks in minutes: systematic reviews, curriculum reading lists, grant research with novelty analysis, and clinical evidence synthesis. Built for researchers, students, faculty, and clinicians across biomedical, social science, STEM, and all academic disciplines.

Description

Consensus is an AI-powered academic search engine that helps users find answers from peer-reviewed research. Search acro Consensus is the go-to MCP for academic research. Connect directly to 220M+ peer-reviewed papers to search, synthesize,

Capabilities

None Interactive

Version

2.0.0 3.0.0

2.0.0

Apr 8, 2026, 10:53 PM

2 changes

Tagline

Explore scientific research Consensus is an AI-powered academic search engine that helps users find answers from peer-reviewed research. Search across 200+ million scientific papers to get evidence-based insights with citations. Perfect for students, researchers, and anyone seeking reliable information backed by science. Features include semantic search, paper summaries, citation tracking, and direct links to full studies.

Description

Explore scientific research Consensus is an AI-powered academic search engine that helps users find answers from peer-reviewed research. Search acro

2.0.0

Apr 7, 2026, 7:02 AM

2 changes

Capabilities

Interactive None

Version

1.0.0 2.0.0

1.0.0

Mar 25, 2026, 6:46 AM

1 changes

Initial discovery

First tracked version