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AI Visibility Scorecard
dr p. vinay kumar MS, FAIS
drpvinaykumar.com · Healthcare
Borderline visible. AI bots can crawl dr p. vinay kumar MS, FAIS, 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.
AI engines read this profile 5 times
Apple Intelligence · Meta AI · Claude
#620,958 of 852,236 in Healthcare for AI visibility
4
/10
AEO Score
About dr p. vinay kumar MS, FAIS
from our crawl and measurement
"Dr. P Vinay Kumar, a leading Hepatobiliary Surgeon and Surgical Gastroenterologist, specializes in minimally invasive surgery for liver and gallbladder conditions." That is how dr p. vinay kumar MS, FAIS introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
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 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 4/10, dr p. vinay kumar MS, FAIS is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for dr p. vinay kumar MS, FAIS
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/drpvinaykumar
Cite this score: Engagemii (2026). "AEO Score for dr p. vinay kumar MS, FAIS." Retrieved from https://engagemii.com/aeo/brands/drpvinaykumar
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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