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AI Visibility Scorecard
Cross Medical Group
crossplasticsurgery.com · Healthcare
Somewhat visible. AI bots can read Cross Medical Group, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Apple Intelligence · Claude
#70,542 of 816,935 in Healthcare for AI visibility
5.9
/10
AEO Score
About Cross Medical Group
from our crawl and measurement
Cross Medical Group, based in Philadelphia, PA, describes itself simply: "Patients choose Cross Medical Group for plastic surgery in the Philadelphia, PA, area to work with plastic surgeon Dr. Kevin Cross and his experienced team." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.
By its own structured data it is a medical business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
1
Reddit mentions and discussion.
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 5.9/10, Cross Medical Group has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cross Medical Group
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/crossplasticsurgery
Cite this score: Engagemii (2026). "AEO Score for Cross Medical Group." Retrieved from https://engagemii.com/aeo/brands/crossplasticsurgery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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