AI Visibility Scorecard
Ansuman Roy
ansumanroy.com · Education
Borderline visible. AI bots can crawl Ansuman Roy, 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
#842,251 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Ansuman Roy
from our crawl and measurement
Ansuman Roy describes itself simply: "Hello, I am Ansuman RoyA technologist with over two decades of technology experience." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 3.5/10, Ansuman Roy is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How can I help you?
I have started an academy to build a mastermind for like minded professionals. I have specially crafted a cohort-themed "From Technologists to Technopreneurs". The sole aim is to teach a step-by-step process to position you as the authority. In this cohort, we work together to actively build your side hustle.
Is this your brand?
The exact fixes for Ansuman Roy
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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ansumanroy
Cite this score: Engagemii (2026). "AEO Score for Ansuman Roy." Retrieved from https://engagemii.com/aeo/brands/ansumanroy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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