AI Visibility Scorecard
Utkarsh’s Looking Glass
utkarsh3301.com · Other
Borderline visible. AI bots can crawl Utkarsh’s Looking Glass, 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 1 times
ChatGPT
<1
4
AEO Visibility
iNear-invisible · 3.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Utkarsh’s Looking Glass
from our crawl and measurement
Utkarsh’s Looking Glass describes itself simply: "A collection of my ideas, curiosities, projects and observations." 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, Person), a sitemap and a readable heading structure. It is missing 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
Strong
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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, Utkarsh’s Looking Glass is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Got something worth building?
Installations, interactive work, or a strange idea that needs a second pair of hands.
Is this your brand?
The exact fixes for Utkarsh’s Looking Glass
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Utkarsh’s Looking Glass.
Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/utkarsh3301
Cite this score: Engagemii (2026). "AEO Score for Utkarsh’s Looking Glass." Retrieved from https://engagemii.com/aeo/brands/utkarsh3301
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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