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AI Visibility Scorecard
Sonja Esken
eskendesign.com · Fashion & Apparel
Borderline visible. AI bots can crawl Sonja Esken, 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
#142,010 of 229,016 in Fashion & Apparel for AI visibility
4
/10
AEO Score
About Sonja Esken
from our crawl and measurement
Sonja Esken describes itself simply: "Teollinen muotoilija Sonja Eskenin portfolio sivusto Esken Design. Käytännöllistä muotoilua ja innovatiivista ajattelua." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, structured data describing the business and sitemaps and entity links AI can follow.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4/10, Sonja Esken is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sonja Esken
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Sonja Esken.
Source & Attribution
Scored by Engagemii on July 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/eskendesign
Cite this score: Engagemii (2026). "AEO Score for Sonja Esken." Retrieved from https://engagemii.com/aeo/brands/eskendesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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