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AI Visibility Scorecard
Model Liberation
modelliberation.com · Beauty & Personal Care
At 2/10, Model Liberation 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
#171,280 of 175,512 in Beauty & Personal Care for AI visibility
2
/10
AEO Score
About Model Liberation
from our crawl and measurement
"Model Liberation supports aspiring and professional models with industry insights, career development resources, advocacy, education." That is how Model Liberation introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.8 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
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
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
1
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
1
Inbound links from other sites.
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 2/10, Model Liberation is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Model Liberation
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Model Liberation.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modelliberation
Cite this score: Engagemii (2026). "AEO Score for Model Liberation." Retrieved from https://engagemii.com/aeo/brands/modelliberation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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