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AI Visibility Scorecard
Veterinarian in Knoxville, TN
cdah.net · Pet Care
Somewhat visible. AI bots can read Veterinarian in Knoxville, TN, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#31,031 of 98,507 in Pet Care for AI visibility
5.2
/10
AEO Score
About Veterinarian in Knoxville, TN
from our crawl and measurement
"Callahan Drive Animal Hospital is your local Veterinarian in Knoxville, TN serving all of your needs. Call us today at (865) 377-8181 for an appointment! Home." That is how Veterinarian in Knoxville, TN of Knoxville, TN introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a few credibility markers and basic crawler access. What holds it back is structured data describing the business.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2004.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 5.2/10, Veterinarian in Knoxville, TN has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Veterinarian in Knoxville, TN
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/cdah-net
Cite this score: Engagemii (2026). "AEO Score for Veterinarian in Knoxville, TN." Retrieved from https://engagemii.com/aeo/brands/cdah-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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