OpenEvidence

Visibility38

Vibe95

Businesses/Healthcare Technology/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 Technology Startups

AI Visibility Score

38/100

Low

Sentiment Score

95/100

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.

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

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference OpenEvidence?

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Conversation Analysis

Topics

What conversations is OpenEvidence included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend OpenEvidence to, and when?

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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.

ChatGPT

Claude

Gemini

AI 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

ChatGPT

1.UpToDate

2.DynaMed

3.BMJ Best Practice

4.Amboss

5.ClinicalKey

+19 more

Claude

1.UpToDate

2.Wolters Kluwer

3.DynaMed

4.EBSCO

5.PubMed

+2 more

Gemini

1.Consensus

2.Perplexity AI

3.PubMed

4.ArXiv

5.Elicit

+9 more

AI 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

Claude

No brands listed

Gemini

1.UpToDate

2.DynaMed

3.Epocrates Plus

4.ACC.org

5.CardioSmart

+2 more

AI Overviews

1.American Heart Association Journals

2.JournalFeed

Clinical Workflow And Patient Communication(1 query)

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

0/4 platforms mentioned

ChatGPT

1.Abridge

2.UpToDate Patient Education

3.Healthwise

4.Epic

5.MyChart

+16 more

Claude

1.Doctor Evidence

2.UpToDate

3.American Academy of Family Physicians

4.AAFP

5.Mayo Clinic Patient Education

+5 more

Gemini

1.Doximity GPT

2.Hemingway Editor

3.UpToDate

4.Wolters Kluwer

5.DynaMed

+12 more

AI Overviews

1.UpToDate

2.DynaMed

3.MedlinePlus

4.Lexidrug

5.Lexicomp

+5 more

Specialized Research And Guideline Access(1 query)

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

0/4 platforms mentioned

ChatGPT

1.ClinicalTrials.gov

2.NCI Clinical Trials Search

3.CenterWatch

4.Antidote

5.TrialJectory

+7 more

Claude

1.ClinicalTrials.gov

2.National Cancer Institute

3.ASCO

4.NCCN

5.Susan G. Komen

+3 more

Gemini

1.ClinicalTrials.gov

2.BreastCancerTrials.org

3.Trialjectory

4.Antidote

5.MD Anderson Cancer Center

+14 more

AI Overviews

1.National Cancer Institute

2.ClinicalTrials.gov

3.Mayo Clinic

4.UCSF

5.Dana-Farber Cancer Institute

Selecting Clinical Knowledge Platforms(1 query)

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

1/4 platforms mentioned

ChatGPT

1.UpToDate

2.Wolters Kluwer

3.DynaMed

4.Elsevier

5.BMJ Best Practice

+23 more

Claude

1.UpToDate

2.Wolters Kluwer

3.DynaMed

4.EBSCO

5.IBM Watson Health

+4 more

Gemini

1.UpToDate

2.Wolters Kluwer

3.UpToDate AI Labs

4.DynaMed

5.EBSCO Health

+14 more

AI Overviews

1.OpenLoop Health

2.DynaMedex

3.KLAS

4.DynaMed

5.Micromedex

15.OpenEvidence

+10 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

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

Gap

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

Gap

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

Opportunity

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

Opportunity

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

Opportunity

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

Technical Health

Site Health for AI Visibility

How well OpenEvidence's website is optimized for AI agent discovery and comprehension.

88/100

14 passed 3 warnings 1 issues

Audited 2/28/2026

Crawlability86

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO79

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG95

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Page has no H1 heading

Add a single H1 tag as the main page heading.

Warnings

7 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

Title may be truncated in search results (142 characters)

Shorten the title to under 60 characters.

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

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

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of OpenEvidence

UpToDate30 mentions

DynaMed18 mentions

Epic16 mentions

Wolters Kluwer15 mentions

OpenEvidence15 mentions

Cerner14 mentions

Elicit13 mentions

PubMed12 mentions

Consensus10 mentions

EBSCO10 mentions

Elsevier10 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Best AI for Doctors Right Now | 5 Solutions Revolutionizing Healthcare

https://consensus.app/home/blog/best-ai-for-doctors-right-now-5-solutions-revolutionizing-healthcare/

Referenced in 1 query

Review

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

https://guides.lib.utexas.edu/medicine/AI/Tools

Referenced in 1 query

Review

Clinical Tools - Artificial Intelligence (AI) Guide

https://utsouthwestern.libguides.com/artificial-intelligence/clinical-research

Referenced in 1 query

Review

OpenEvidence

https://www.openevidence.com/

Referenced in 1 query

Review

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

https://laneblog.stanford.edu/2024/12/18/uptodates-ai-enhanced-search-evolution-not-revolution-for-clinical-decision-making/

Referenced in 1 query

Review

AI for Medical Professionals | UpToDate - Wolters Kluwer

https://www.wolterskluwer.com/en/solutions/uptodate/ai-clinical-decision-support

Referenced in 1 query

Review

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

https://www.prnewswire.com/news-releases/openevidence-wide-releases-ai-integrated-doctor-dialer-for-privacy-centric-doctor-patient-telemedicine-calls-messaging-and-voicemail-in-one-unified-clinical-platformwith-live-clinical-decision-ai-deeply-integrated-302698511.html

Referenced in 3 queries

Review

DoxGPT - Doximity

https://www.doximity.com/doximity-gpt-info

Referenced in 1 query

Review

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

https://www.getfreed.ai/resources/best-ai-scribes

Referenced in 1 query

Review

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

https://www.offcall.com/learn/articles/the-10-ai-tools-doctors-actually-use-daily-ranked-by-real-physicians

Referenced in 1 query

Review

MedlinePlus (NIH)

https://medlineplus.gov/

Referenced in 1 query

Review

American Heart Association

http://heart.org/

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use OpenEvidence's resources to help users.

Dominate Clinical Trial and Research Keywords

Address the critical gap where OpenEvidence is 'Not Mentioned' in specialized clinical trial and medical research queries. Launch a targeted content campaign featuring peer-reviewed research insights, trial methodology breakdowns, and evidence synthesis that positions OpenEvidence as the authoritative voice in specialized research territory currently claimed by competitors.

How AI is Transforming Clinical Trial Design: Insights from Recent NEJM Studies

5 Evidence-Based Approaches to Interpreting Phase III Trial Results at Point of Care

What Physicians Need to Know About Adaptive Trial Designs in 2026

Breaking Down Complex Trial Data: A Clinician's Quick Reference Guide

The Evolution of Real-World Evidence: From Research to Bedside Decisions

Optimize Technical LLM Discovery and Mentions

Combat the 17-18% mention rate disconnect on ChatGPT and Claude by implementing technical LLM optimization strategies. Create structured, crawlable content with clear entity associations, schema markup, and authoritative backlinks that help AI platforms recognize and cite OpenEvidence when physicians ask for clinical decision support recommendations.

Why 40% of U.S. Physicians Trust AI-Powered Evidence at the Point of Care

The Science Behind Evidence-Based Clinical Decision Support: How It Works

OpenEvidence by the Numbers: 100 Million Clinical Consultations and Counting

How Peer-Reviewed Sources from NEJM and JAMA Power Modern Clinical AI

What Makes a Clinical Decision Support Tool Trustworthy: Key Criteria for Physicians

Create Authoritative Clinical Consensus Content

Develop structured clinical consensus guides that compete directly with DynaMed and UpToDate in summary-based AI queries. Publish comprehensive, well-organized treatment protocols and consensus summaries that AI assistants can easily parse and cite when clinicians seek quick clinical guidance.

2026 Treatment Consensus: What the Latest Guidelines Say About [Condition]

Comparing Clinical Guidelines: When Expert Recommendations Diverge

Evidence Synthesis: Translating Complex Research into Actionable Clinical Steps

Quick Consensus Summary: First-Line Treatments Backed by Current Evidence

How to Navigate Conflicting Guidelines: A Framework for Busy Clinicians

Capture Clinical Workflow Integration Queries

Improve visibility with Time-Pressed Specialists and Medical Residents by optimizing for patient communication and workflow integration searches. Create content demonstrating how OpenEvidence fits seamlessly into clinical workflows, from patient handouts to rapid consultation support during rounds.

Streamlining Patient Conversations: Evidence-Based Talking Points That Save Time

How Residents Use AI to Prepare for Morning Rounds in Under 5 Minutes

Creating Patient Handouts That Reflect Current Medical Evidence

The Busy Specialist's Guide to Staying Current Without Burning Out

Point-of-Care Decision Support: Integrating Evidence into Your Daily Workflow

Amplify Medical Authority Across Digital Channels

Build comprehensive digital presence that reinforces OpenEvidence's authority across platforms LLMs crawl and reference. Leverage partnerships with premier journals like NEJM and JAMA through social proof content, expert physician testimonials, and thought leadership that establishes OpenEvidence as the definitive clinical AI platform.

What 100 Million Clinical Consultations Taught Us About Physician Needs

Behind the Evidence: How Top Medical Journals Power Clinical AI

Physician Spotlight: How One Hospitalist Changed Her Practice with AI Support

The Future of Evidence-Based Medicine: Where Clinical AI is Headed

From Research to Reality: Bridging the Gap Between Studies and Patient Care

Content Engineering