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AI Visibility Scorecard
McKesson Medical-Surgical
mms.mckesson.com · Healthcare
Somewhat visible. AI bots can read McKesson Medical-Surgical, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Apple Intelligence
#5,902 of 838,913 in Healthcare for AI visibility
6.6
/10
AEO Score
About McKesson Medical-Surgical
from our crawl and measurement
McKesson Medical-Surgical describes itself simply: "McKesson Medical-Surgical is a distributor of medical supplies, durable medical equipment, surgical supplies, medical lab supplies, and more." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
5
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.6/10, McKesson Medical-Surgical has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McKesson Medical-Surgical
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mms-mckesson
Cite this score: Engagemii (2026). "AEO Score for McKesson Medical-Surgical." Retrieved from https://engagemii.com/aeo/brands/mms-mckesson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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