AI Visibility Scorecard
So Icy
itssoicy.com · Food & Beverage
Borderline visible. AI bots can crawl So Icy, 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 6 times
Claude · Meta AI · Apple Intelligence · ShapBot
#370,265 of 1,392,261 in Food & Beverage for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About So Icy
from our crawl and measurement
"Experience real Philly-style water ice in Dallas! Bold, refreshing Italian ice made with real fruit and unique delicious flavors." That is how So Icy introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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, So Icy is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How are you getting So Icy?
Stop by the shop, discover your next flavor, or bring the full experience to your celebration. 🍧 Find Your Flavor From familiar fruit favorites to bold combinations with chamoy, candy, and toppings, there is always something new to try.
What makes Philadelphia water ice different?
It is blended until smooth, so the flavor runs through every spoonful. There are no crunchy ice chips and no flavorless bottom of the cup—just a silky, refreshing frozen treat packed with personality. ✓ Smoother than shaved ice ✓ Lighter and more refreshing than ice cream ✓ Bold flavor in every bite Meet So Icy Smooth. Fruity. Refreshing. More than a frozen treat
Is this your brand?
The exact fixes for So Icy
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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 So Icy.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/itssoicy
Cite this score: Engagemii (2026). "AEO Score for So Icy." Retrieved from https://engagemii.com/aeo/brands/itssoicy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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