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AI Visibility Scorecard
SUGAR
cremecali.com · E-commerce
Borderline visible. AI bots can crawl SUGAR, 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
#202,337 of 615,319 in E-commerce for AI visibility
5
/10
AEO Score
About SUGAR
from our crawl and measurement
SUGAR describes itself simply: "Ships in 1-2 days Free shipping on orders over $30. 100% Satisfaction Guaranteed. Free Returns. CRÈME Vanilla is the world's first sweet-tipped, vanilla hemp preroll." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, FAQPage, Organization), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 5/10, SUGAR is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SUGAR
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 SUGAR.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cremecali
Cite this score: Engagemii (2026). "AEO Score for SUGAR." Retrieved from https://engagemii.com/aeo/brands/cremecali
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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