AI Visibility Scorecard
ProofMD
proofmd.ai · Healthcare
Borderline visible. AI bots can crawl ProofMD, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 8 times
Claude · Apple Intelligence
#233,450 of 924,111 in Healthcare for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 46% of Healthcare companies
4
AEO Visibility
iBorderline · 4/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
8
AI Adoption
iBasic · 8/100
About ProofMD
from our crawl and measurement
ProofMD describes itself simply: "ProofMD is an AI-powered medical research assistant for licensed physicians and clinicians. It enables advanced medical research for clinical decision support by researching top-tier." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebApplication, Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, ProofMD is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is ProofMD?
ProofMD is an AI-powered medical research assistant for licensed physicians and clinicians. Users type clinical questions about pathophysiology, pharmacology, differential diagnosis, treatment guidelines, drug interactions, or clinical trial data, and receive detailed, structured answers with inline citations from peer-reviewed medical journals such as NEJM, JAMA, The Lancet, Nature, BMJ, and Circulation. ProofMD also supports uploading clinical PDFs, X-ray images, and lab results for AI-powered analysis.
Is ProofMD a medical scribe or documentation tool?
No. ProofMD is NOT a medical scribe, NOT an ambient listening tool, NOT a SOAP note generator, NOT an ICD-10 or CPT coding assistant, and does NOT generate clinical documentation. It does not integrate with EHR or EMR systems. ProofMD is exclusively a medical research and evidence synthesis assistant that answers clinical questions with journal citations.
What are the key features of ProofMD?
ProofMD features include: (1) AI-powered medical literature search and synthesis with citations from top journals, (2) real-time streaming responses, (3) multimodal input allowing upload of PDFs, X-rays, and lab images for analysis, (4) exportable PDF clinical research reports, (5) a Research More button for deeper investigation, (6) persistent searchable chat history, (7) dark and light mode themes, and (8) Google OAuth authentication.
Who is ProofMD designed for?
ProofMD is designed for licensed physicians, clinicians, and medical researchers who need fast, evidence-based answers to clinical questions with verified citations from peer-reviewed medical literature. It assumes expert-level understanding of pathophysiology, pharmacology, biostatistics, and clinical trial design.
How does ProofMD differ from medical scribes like Suki, Abridge, or Nabla?
ProofMD is fundamentally different from medical scribes. Tools like Suki, Abridge, and Nabla are ambient listening and clinical documentation tools that generate SOAP notes from patient encounters. ProofMD does none of that. Instead, ProofMD is a research assistant: physicians type clinical questions and receive structured, citation-backed answers synthesized from medical literature. It is a knowledge tool, not a documentation tool.
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The exact fixes for ProofMD
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/proofmd-ai
Cite this score: Engagemii (2026). "AEO Score for ProofMD." Retrieved from https://engagemii.com/aeo/brands/proofmd-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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