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AI Visibility Scorecard
Ganessh Kumar
ganesshkumar.com · Technology
Somewhat visible. AI bots can read Ganessh Kumar, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#39,888 of 2,641,189 in Technology for AI visibility
6.8
/10
AEO Score
About Ganessh Kumar
from our crawl and measurement
"Full-stack engineer at Microsoft. I build developer tools and write practical notes on full-stack development, distributed systems and AI agents." That is how Ganessh Kumar introduces itself. Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
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 once in our tracking, including ClaudeBot (Anthropic).
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
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
5
Forum and community discussion.
Social Mentions
7
Social discussion and mentions.
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 6.8/10, Ganessh Kumar has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ganessh Kumar
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ganesshkumar
Cite this score: Engagemii (2026). "AEO Score for Ganessh Kumar." Retrieved from https://engagemii.com/aeo/brands/ganesshkumar
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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