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AI VISIBILITY REPORT

Openevidence

Complete AI search performance analysis

30 prompts · 3 platforms · 90 responses

Mention Rate

26%
named in 23 of 90 answers
needs work

About Openevidence

Openevidence

Openevidence

OpenEvidence is an AI copilot and medical knowledge platform for healthcare professionals and verified U.S. clinicians. It provides point-of-care answers grounded in peer-reviewed research and clinical guidelines, with evidence grading and support for high-stakes clinical decisions.

Category: Medical AI / medical knowledge platformSegment: DoctorsKey rival: UpToDate

Scorecard

Across all 90 AI answers

Visibility Score

15
0–100 · how often & how high you appear

Mention rate ÷ average rank (0–100). Higher when AI names you often and near the top.

Share of Voice

22.8%
your share vs competitors

Your share of the AI conversation, compared to competitors

Average Rank

#1.7
your position when you appear

Your typical position in AI recommendations

Visibility Distribution

Where you land across 90 answers — 30 prompts × 3 platforms

Top pick #1 · 15 runs
Recommended #2–3 · 5 runs
Mentioned #4+ · 3 runs
Missing Not mentioned · 67 runs

Platform Performance

How your brand shows up on each AI platform — 30 prompts each

ChatGPT

3%
Avg rank #1.0

1/30 responses mention you

Google Overview

37%
Avg rank #1.6

11/30 responses mention you

Perplexity

37%
Avg rank #1.8

11/30 responses mention you

Competitive
Landscape

How you compare against competitors
in AI visibility

23%YOUR SHARE
share of voice
UpToDate32.4%
OpenEvidence22.8%
DynaMed4.8%
Vera Health4.8%
Wolters Kluwer ClinicalKey3.3%
EvidenceMD2.6%
AMBOSS2.6%
BMJ Best Practice2.3%
Other24.3%

Prompt-Level Detail

Every prompt we ran, tagged by type, with who showed up alongside you

#1

How do leading medical AI tools compare for point-of-care reliability?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

UpToDateWolters Kluwer ClinicalKey
#2

How do leading evidence-based medical AI tools compare for point-of-care use?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

UpToDateGlass HealthDoximity
#3

How can clinicians get real-time evidence strength while answering a patient question?

Type

Problem-solving

Avg Rank

1st

Platforms

Competitors

#4

What is the best clinician AI platform for evidence-backed answers in a busy hospital setting?

Type

Recommendations

Avg Rank

1st

Platforms

Competitors

Wolters Kluwer ClinicalKeyUpToDateGlass Health
#5

How do evidence grading features work in clinical AI tools?

Type

Educational

Avg Rank

1st

Platforms

Competitors

#6

What is the best AI assistant for doctors who want answers grounded in major medical journals?

Type

Recommendations

Avg Rank

1st

Platforms

Competitors

UpToDate
#7

What is the best evidence-based medical AI for doctors who need fast answers at the point of care?

Type

Recommendations

Avg Rank

1st

Platforms

Competitors

UpToDateAMBOSSWolters Kluwer ClinicalKey
#8

Which clinical decision support platforms are best for verified physicians who need citation-backed answers?

Type

Recommendations

Avg Rank

1st

Platforms

Competitors

UpToDateAMBOSSDoximity+1
#9

What is the best AI assistant for medical questions that provides source-linked answers?

Type

Recommendations

Avg Rank

1st

Platforms

Competitors

UpToDate
#10

What is the best way to search medical literature when I need an answer right now?

Type

Problem-solving

Avg Rank

2nd

Platforms

Competitors

UpToDate
#11

How do evidence-based medical search tools compare on speed, citations, and clinical usefulness?

Type

Comparisons

Avg Rank

3rd

Platforms

Competitors

UpToDate
#12

How do clinician AI assistants compare for answering medical questions with citations?

Type

Comparisons

Avg Rank

4th

Platforms

Competitors

UpToDate
#13

How do top medical knowledge platforms differ in how they cite sources?

Type

Comparisons

Avg Rank

4th

Platforms

Competitors

UpToDate
#14

Which AI tools help clinicians make faster evidence-based decisions without sacrificing accuracy?

Type

Recommendations

Avg Rank

5th

Platforms

Competitors

UpToDateGlass HealthAMBOSS+1
#15

How do I evaluate whether a medical AI platform is grounded in peer-reviewed sources and clinical guidelines?

Type

Buying intent

Avg Rank

Platforms

Competitors

UpToDate
#16

How do you tell whether a medical AI answer is based on primary literature or just a language model summary?

Type

Educational

Avg Rank

Platforms

Competitors

UpToDate
#17

How do clinicians decide whether an AI medical platform is accurate enough for practice use?

Type

Buying intent

Avg Rank

Platforms

Competitors

#18

How do clinicians verify that an AI answer is supported by current evidence?

Type

Problem-solving

Avg Rank

Platforms

Competitors

#19

How do I compare medical AI platforms for accuracy, evidence quality, and usability?

Type

Comparisons

Avg Rank

Platforms

Competitors

#20

What should I look for in a medical AI tool if I need it during real patient visits?

Type

Buying intent

Avg Rank

Platforms

Competitors

#21

How should I compare medical AI tools if I care most about clinical trust and source quality?

Type

Comparisons

Avg Rank

Platforms

Competitors

UpToDate
#22

How can a clinician quickly check whether a treatment recommendation matches current guidelines?

Type

Problem-solving

Avg Rank

Platforms

Competitors

UpToDate
#23

What features make a medical AI platform trustworthy for verified U.S. clinicians?

Type

Buying intent

Avg Rank

Platforms

Competitors

UpToDate
#24

What is the fastest way to get a guideline-based answer to a clinical question?

Type

Problem-solving

Avg Rank

Platforms

Competitors

UpToDateDoximity
#25

What are the safest ways to use AI for high-stakes clinical decisions?

Type

Problem-solving

Avg Rank

Platforms

Competitors

#26

What are the risks of using generic chatbots for medical decision support?

Type

Problem-solving

Avg Rank

Platforms

Competitors

#27

What are the most important buying criteria for a hospital evaluating medical AI for clinicians?

Type

Buying intent

Avg Rank

Platforms

Competitors

#28

What should a hospital or medical group look for in a clinician-facing AI knowledge platform?

Type

Buying intent

Avg Rank

Platforms

Competitors

#29

How do I choose a trusted AI tool for medical questions in a busy practice?

Type

Buying intent

Avg Rank

Platforms

Competitors

AMBOSSGlass Health
#30

How can a clinician use AI responsibly when making high-stakes decisions?

Type

Educational

Avg Rank

Platforms

Competitors

Citation Ecosystem

Understanding where AI models source information about your brand

Citation Breakdowncitations by source type
73%Third Party
Owned 0%
Competitor 27%
Third Party 73%
Not Cited 0%
Top Domainsthe sources AI cites most
pmc.ncbi.nlm.nih.gov134
verahealth.ai41
youtube.com37
evidencemd.ai29
iatrox.com23