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AI Visibility Scorecard
Surgery Cost Guide
howmuchsurgerycost.com · Healthcare
Borderline visible. AI bots can crawl Surgery Cost Guide, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#629,447 of 695,913 in Healthcare for AI visibility
3.2
/10
AEO Score
About Surgery Cost Guide
from our crawl and measurement
Surgery Cost Guide describes itself simply: "Transparent surgery cost information to help patients make informed healthcare decisions." When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
Under the hood there is structured data on the page (Organization, WebSite, WebPage) 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
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.2/10, Surgery Cost Guide is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Surgery Cost Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Surgery Cost Guide.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/howmuchsurgerycost
Cite this score: Engagemii (2026). "AEO Score for Surgery Cost Guide." Retrieved from https://engagemii.com/aeo/brands/howmuchsurgerycost
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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