AI Visibility Scorecard
WHICHLIGHT • media, creative technology, and interactive art • Kawandeep Virdee
whichlight.com · Technology
Borderline visible. AI bots can crawl WHICHLIGHT • media, creative technology, and interactive art • Kawandeep Virdee, 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 6 times
Claude · Meta AI · Apple Intelligence
#566,361 of 2,705,505 in Technology for AI visibility
13
5
AEO Visibility
iBorderline · 4.7/10
10
Muse Index Score
iAI agent readiness
Transactable · 10/100
6
AI Adoption
iBasic · 6/100
About WHICHLIGHT • media, creative technology, and interactive art • Kawandeep Virdee
from our crawl and measurement
WHICHLIGHT • media, creative technology, and interactive art • Kawandeep Virdee is a business whose own site puts it this way: "Kawandeep Virdee is a creative technologist making things that we can do together." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
Weak
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
Fair
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.7/10, WHICHLIGHT • media, creative technology, and interactive art • Kawandeep Virdee is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for WHICHLIGHT • media, creative technology, and interactive art • Kawandeep Virdee
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/whichlight
Cite this score: Engagemii (2026). "AEO Score for WHICHLIGHT • media, creative technology, and interactive art • Kawandeep Virdee." Retrieved from https://engagemii.com/aeo/brands/whichlight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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