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AI Visibility Scorecard
Stack Creamery
stackcreamery.com · E-commerce
Borderline visible. AI bots can crawl Stack Creamery, 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.
AI engines read this profile 5 times
ChatGPT · Claude · Apple Intelligence
#192,217 of 553,089 in E-commerce for AI visibility
5
/10
AEO Score
About Stack Creamery
from our crawl and measurement
Stack Creamery is a Jersey City, NJ business whose own site puts it this way: "New Jersey's premier ice cream sandwich destination, handcrafting artisanal ice cream sandwiches with house-made cookies and premium ice cream." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
Our crawl found structured data on the page (Organization, LocalBusiness, Menu). It also found the gaps that keep answer engines guessing: an llms.txt file, a sitemap, a heading structure that lays out what it offers.
AI crawlers have visited the site 4 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
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
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 5/10, Stack Creamery is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Stack Creamery
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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stackcreamery
Cite this score: Engagemii (2026). "AEO Score for Stack Creamery." Retrieved from https://engagemii.com/aeo/brands/stackcreamery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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