Pendium
OpenEvidence
OpenEvidence
Visibility43
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
AI Visibility Score
43/100

Moderate

Sentiment Score
95/100
Score by Reach

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
43
adjacent
21
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.

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 reach level — from core brand queries to growth opportunities.

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation

Brand recognition & direct queries

8
40
53
59

Core Topics

Product/service category queries

35
0
47
0

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape
UpToDate
30 mentions
DynaMed
18 mentions
Epic
16 mentions
Wolters Kluwer
15 mentions
Cerner
14 mentions
Elicit
13 mentions
Loading visibility matrix...
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
Competitive Landscape

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of OpenEvidence.

1UpToDate30 mentions
2DynaMed18 mentions
3Epic16 mentions
4Wolters Kluwer15 mentions
5OpenEvidence15 mentions
6Cerner14 mentions
7Elicit13 mentions
8PubMed12 mentions
9Consensus10 mentions
10EBSCO10 mentions
11Elsevier10 mentions
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

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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