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OpenEvidence
OpenEvidence
Visibility40
Vibe95
Businesses/Healthcare Technology/OpenEvidence
OpenEvidence
AI Visibility & Sentiment

OpenEvidence

OpenEvidence is the leading AI-powered medical information platform that helps physicians make high-stakes clinical decisions at the point of care. Featuring content from premier medical journals like NEJM and JAMA, it serves over 40% of U.S. physicians and has supported more than 100 million AI-powered clinical consultations.

Active Monitoring
openevidence.com
Healthcare TechnologyStartups
AI Visibility Score
40/100

Moderate

Sentiment Score
95/100
Score by Priority

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core
40
adjacent
21
OverviewLandscapeInsights & ActionsContent IdeasConversationsCitationsBrand Voice

Is this your business?

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe OpenEvidence today.

OpenEvidence has achieved elite-level authority in Google's AI Overviews for core evidence-based tool queries, yet it remains largely invisible in high-stakes specialized research and clinical consensus conversations where legacy giants like UpToDate still dominate. While the brand successfully captures the Enterprise CMIO decision-maker, a critical lack of presence in clinical trial and workflow-specific queries prevents it from becoming a ubiquitous clinical resource.

Working in your favor

Top-tier ranking in AI Overviews for evidence-based clinical decision support, consistently securing the #1 position.

High-impact resonance with the Enterprise CMIO Decision Maker persona, achieving a category-leading 58% mention rate.

Exceptional ranking depth on Gemini and Claude, where the brand maintains an average position of 2.6 and 1.5 respectively when mentioned.

Gaps to close

Zero visibility in specialized research queries, failing to appear in searches regarding clinical trials for complex conditions.

Underperforming on ChatGPT and Claude with mention rates below 20%, significantly lagging behind its performance in Gemini and AI Overviews.

Lack of presence in clinical consensus and patient communication queries, leaving the 'Clinical Workflow' territory to incumbents and AI generalists like Elicit.

Opportunities

Displace legacy players like DynaMed and UpToDate in clinical consensus queries by publishing authoritative summary content formatted for LLM ingestion.

Capture the 'Evidence-Seeking Medical Resident' segment by optimizing for clinical workflow and patient handout generation queries.

Leverage the brand's positive sentiment across platforms to move from a 'vibe check' winner to a functional leader in specialized research.

Highest-Impact Actions
1

Execute a content offensive targeting specialized clinical trial and medical research keywords.

OpenEvidence is currently 'Not Mentioned' in these high-value queries, allowing competitors to claim the specialized research territory unopposed.

2

Implement technical LLM optimization strategies to increase the mention rate on ChatGPT and Claude.

A 17-18% mention rate on the world's most used LLMs indicates a disconnect between brand authority and platform-specific data training or retrieval.

3

Develop structured clinical consensus guides to compete directly with DynaMed and UpToDate in summary-based queries.

OpenEvidence missed the mark on clinical consensus queries while competitors with lower average positions were still frequently cited.

Value Proposition

AI-powered clinical decision support that delivers peer-reviewed medical evidence from top journals directly to physicians at the point of care, helping them make better decisions and save lives

Overview

OpenEvidence is the leading AI-powered medical information platform that helps physicians make high-stakes clinical decisions at the point of care. Featuring content from premier medical journals like NEJM and JAMA, it serves over 40% of U.S. physicians and has supported more than 100 million AI-powered clinical consultations.

Mission

To help doctors save lives and improve patient care

Products & Services
AI-powered medical search and clinical decision support platformPatient handout generationClinical guidelines accessClinical trials matching and searchHIPAA-secure telemedicine dialer
Current State

Visibility Landscape

A high-level view of how OpenEvidence performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation1q

Brand recognition & direct queries

97
97
97
97
“What do you know about OpenEvidence? What do they do and what's their reputation?”
#1
#1
#1
#1

Core4q

Product/service category queries

23
45
59
56
“what are the best AI tools for doctors to get evidence-based answers from medical journals during a patient visit?”
#10
#1
#1
#1
“help me find active clinical trials for metastatic triple-negative breast cancer in the United States”
No
No
No
No
“most trusted clinical decision support tools for doctors in 2026”
No
No
No
#5
“summarize the current clinical consensus on managing treatment-resistant hypertension for an internal medicine doctor”
—
No
#3
No

Growth Areas1q

Adjacent, aspirational & visionary

70
0
82
0
“how can I generate clear patient handouts for complex diagnoses without spending hours writing them?”
#12
No
#6
No
ChatGPT
Claude
Gemini
AI Overviews

“What do you know about OpenEvidence? What do they do and what's their reputation?”

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1

“what are the best AI tools for doctors to get evidence-based answers from medical journals during a patient visit?”

ChatGPT#10
Claude#1
Gemini#1
AI Overviews#1

“help me find active clinical trials for metastatic triple-negative breast cancer in the United States”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

“most trusted clinical decision support tools for doctors in 2026”

ChatGPTNo
ClaudeNo
GeminiNo
AI Overviews#5

“summarize the current clinical consensus on managing treatment-resistant hypertension for an internal medicine doctor”

ChatGPT—
ClaudeNo
Gemini#3
AI OverviewsNo

“how can I generate clear patient handouts for complex diagnoses without spending hours writing them?”

ChatGPT#12
ClaudeNo
Gemini#6
AI OverviewsNo
Competitive Landscape
1
UpToDate
30 mentions
2
DynaMed
18 mentions
3
Epic
16 mentions
4
Wolters Kluwer
15 mentions
5
OpenEvidence
15 mentions
6
Cerner
14 mentions
7
Elicit
13 mentions
8
PubMed
12 mentions
9
Consensus
10 mentions
10
EBSCO
10 mentions
11
Elsevier
10 mentions
Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve OpenEvidence's AI visibility.

Key Findings

Strength

Top-tier ranking in AI Overviews for evidence-based clinical decision support, consistently securing the #1 position.

Strength

High-impact resonance with the Enterprise CMIO Decision Maker persona, achieving a category-leading 58% mention rate.

Strength

Exceptional ranking depth on Gemini and Claude, where the brand maintains an average position of 2.6 and 1.5 respectively when mentioned.

Recommended Actions

1

Execute a content offensive targeting specialized clinical trial and medical research keywords.

OpenEvidence is currently 'Not Mentioned' in these high-value queries, allowing competitors to claim the specialized research territory unopposed.

2

Implement technical LLM optimization strategies to increase the mention rate on ChatGPT and Claude.

A 17-18% mention rate on the world's most used LLMs indicates a disconnect between brand authority and platform-specific data training or retrieval.

3

Develop structured clinical consensus guides to compete directly with DynaMed and UpToDate in summary-based queries.

OpenEvidence missed the mark on clinical consensus queries while competitors with lower average positions were still frequently cited.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Evidence Based Clinical Decision Support(2 queries)

“what are the best AI tools for doctors to get evidence-based answers from medical journals during a patient visit?”

1/4 platforms mentioned

Core
ChatGPTChatGPT
1.UpToDate
2.DynaMed
3.BMJ Best Practice
4.Amboss
5.ClinicalKey

+19 more

ClaudeClaude
1.UpToDate
2.Wolters Kluwer
3.DynaMed
4.EBSCO
5.PubMed

+2 more

GeminiGemini
1.Consensus
2.Perplexity AI
3.PubMed
4.ArXiv
5.Elicit

+9 more

AI OverviewsAI Overviews
1.OpenEvidence
2.New England Journal of Medicine JW
3.JAMA
4.NEJM
5.UpToDate Expert AI

+12 more

“summarize the current clinical consensus on managing treatment-resistant hypertension for an internal medicine doctor”

0/3 platforms mentioned

Core
The Time-Pressed Cardiology Specialist · Senior Attending Cardiologist
ClaudeClaude

No brands listed

GeminiGemini
1.UpToDate
2.DynaMed
3.Epocrates Plus
4.ACC.org
5.CardioSmart

+2 more

AI OverviewsAI Overviews
1.American Heart Association Journals
2.JournalFeed
Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Best AI for Doctors Right Now | 5 Solutions Revolutionizing Healthcare

consensus.app

Web1 ref

AI Tools - Medicine - LibGuides at University of Texas at Austin

guides.lib.utexas.edu

Edu1 ref

Clinical Tools - Artificial Intelligence (AI) Guide

utsouthwestern.libguides.com

Web1 ref

OpenEvidence

openevidence.com

Web1 ref

UpToDate's AI-Enhanced Search: Evolution, Not Revolution ...

laneblog.stanford.edu

Edu1 ref

AI for Medical Professionals | UpToDate - Wolters Kluwer

wolterskluwer.com

Web1 ref

OpenEvidence Wide-Releases AI-Integrated Doctor Dialer ...

prnewswire.com

Web1 ref

DoxGPT - Doximity

doximity.com

Web1 ref

9 Best AI Scribes for Clinicians [2026]: Comparisons, Features, Reviews ...

getfreed.ai

Web1 ref

The 10 AI Tools Doctors Actually Use Daily (Ranked by Real ...

offcall.com

Web1 ref

MedlinePlus (NIH)

medlineplus.gov

Gov1 ref

American Heart Association

heart.org

Web1 ref

NCI Clinical Trials Search

cancer.gov

Gov1 ref

CenterWatch

centerwatch.com

Web1 ref

Antidote

antidote.me

Web1 ref
Brand Identity

Brand Voice & Style

How AI perceives OpenEvidence's communication style and personality

OpenEvidence communicates with authoritative medical expertise balanced by accessibility and innovation. The brand voice is confident and data-driven, emphasizing peer-reviewed evidence and clinical rigor while remaining approachable to busy healthcare professionals. There's a strong emphasis on mission-driven purpose—helping doctors save lives—combined with cutting-edge AI technology. The tone is professional and trustworthy, befitting a platform used for high-stakes medical decisions, yet forward-thinking and ambitious about transforming healthcare.

Core Tone Traits

Authoritative & Evidence-Based

Grounded in peer-reviewed research from NEJM, JAMA, and leading medical institutions

Mission-Driven & Purpose-Led

Focused on the higher purpose of helping doctors save lives and improve patient care

Innovative & Forward-Thinking

Positioned at the cutting edge of medical AI with breakthrough achievements

Professional & Trustworthy

Appropriate gravitas for high-stakes clinical decision-making

Visual Identity

Primary

#E9714C

Secondary

#FFFFFF

Accent

#000000

Background

#FFFFFF

Foreground

#111111

Backing

Investors

C
Craft Ventures
K
Kleiner Perkins

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 28, 2026.

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Frequently asked questions

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OpenEvidence is the leading AI-powered medical information platform that helps physicians make high-stakes clinical decisions at the point of care. Featuring content from premier medical journals like NEJM and JAMA, it serves over 40% of U.S. physicians and has supported more than 100 million AI-powered clinical consultations.

AI-powered clinical decision support that delivers peer-reviewed medical evidence from top journals directly to physicians at the point of care, helping them make better decisions and save lives

AI Visibility Score

OpenEvidence has an AI visibility score of 40/100, rated as moderate. This score reflects how often and how prominently OpenEvidence appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

OpenEvidence has achieved elite-level authority in Google's AI Overviews for core evidence-based tool queries, yet it remains largely invisible in high-stakes specialized research and clinical consensus conversations where legacy giants like UpToDate still dominate. While the brand successfully captures the Enterprise CMIO decision-maker, a critical lack of presence in clinical trial and workflow-specific queries prevents it from becoming a ubiquitous clinical resource.

Strengths

  • Top-tier ranking in AI Overviews for evidence-based clinical decision support, consistently securing the #1 position.
  • High-impact resonance with the Enterprise CMIO Decision Maker persona, achieving a category-leading 58% mention rate.
  • Exceptional ranking depth on Gemini and Claude, where the brand maintains an average position of 2.6 and 1.5 respectively when mentioned.

Visibility Gaps

  • Zero visibility in specialized research queries, failing to appear in searches regarding clinical trials for complex conditions.
  • Underperforming on ChatGPT and Claude with mention rates below 20%, significantly lagging behind its performance in Gemini and AI Overviews.
  • Lack of presence in clinical consensus and patient communication queries, leaving the 'Clinical Workflow' territory to incumbents and AI generalists like Elicit.

Competitors in AI Recommendations

  • UpToDate: 30 mentions
  • DynaMed: 18 mentions
  • Epic: 16 mentions
  • Wolters Kluwer: 15 mentions
  • Cerner: 14 mentions
  • Elicit: 13 mentions
  • PubMed: 12 mentions
  • Consensus: 10 mentions
  • EBSCO: 10 mentions
  • Elsevier: 10 mentions
  • ClinicalTrials.gov: 8 mentions
  • Scite.ai: 7 mentions
  • NEJM: 7 mentions
  • Lexicomp: 7 mentions
  • Micromedex: 7 mentions

Categories: Healthcare Technology

Tags: Startups