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AI Visibility Scorecard
COGS Study
cogsstudy.com · Healthcare
Borderline visible. AI bots can crawl COGS Study, 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
#670,264 of 780,635 in Healthcare for AI visibility
3.5
/10
AEO Score
About COGS Study
from our crawl and measurement
"<p>Cognition and Outcomes of Geriatric Surgery (COGS) is a clinical research group exploring the mechanisms by which poor cognition leads to poor postoperative outcomes." That is how COGS Study introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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 3.5/10, COGS Study is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for COGS Study
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cogsstudy
Cite this score: Engagemii (2026). "AEO Score for COGS Study." Retrieved from https://engagemii.com/aeo/brands/cogsstudy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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