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AI Visibility Scorecard
UME
ume-studio.com · E-commerce
Somewhat visible. AI bots can read UME, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#49,706 of 615,112 in E-commerce for AI visibility
6
/10
AEO Score
About UME
from our crawl and measurement
UME, based in Oakland, CA, describes itself simply: "Experience a curated selection of seven of our most beloved soap scents. Whether as a thoughtful gift or a personal indulgence, our Soap Sample Box provides an introduction to our range of." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Product), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 6/10, UME has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for UME
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for UME.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ume-studio
Cite this score: Engagemii (2026). "AEO Score for UME." Retrieved from https://engagemii.com/aeo/brands/ume-studio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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