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AI Visibility Scorecard
ICEE
icee.com · Media & Entertainment
Somewhat visible. AI bots can read ICEE, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#69,940 of 1,880,705 in Media & Entertainment for AI visibility
6.4
/10
AEO Score
About ICEE
from our crawl and measurement
ICEE, based in La Vergne, TN, describes itself simply: "800-426-4233 Service by ICEE ✕ Celebrate America’s 250th anniversary with our EXCLUSIVE color-changing ICEE® cup and a chance to win the ultimate U.S." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
10
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.
3
Reddit mentions and discussion.
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 6.4/10, ICEE has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ICEE
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for ICEE.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/icee
Cite this score: Engagemii (2026). "AEO Score for ICEE." Retrieved from https://engagemii.com/aeo/brands/icee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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