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AI Visibility Scorecard
Liam McGlinchey
ljmstudios.com · Fashion & Apparel
At 2.9/10, Liam McGlinchey is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#175,977 of 200,533 in Fashion & Apparel for AI visibility
2.9
/10
AEO Score
About Liam McGlinchey
from our crawl and measurement
"A natural problem solver, promoting an educated understanding of product development processes." That is how Liam McGlinchey introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
The site gets some of it right: it has structured data on the page (WebSite), an llms.txt file for AI models, a sitemap. What holds it back is what is absent, including a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.9/10, Liam McGlinchey is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Liam McGlinchey
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The Fitting Room Question Your Website Can't Answer (Yet)
Fashion is the most personal purchase category on the internet. And yet most fashion brands treat their website like a lookbook - beautiful to scroll, impossible to actually talk to.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Liam McGlinchey.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ljmstudios
Cite this score: Engagemii (2026). "AEO Score for Liam McGlinchey." Retrieved from https://engagemii.com/aeo/brands/ljmstudios
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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