AI Visibility Scorecard
Ithaca Ice Company
ithacaice.com · E-commerce
Somewhat visible. AI bots can read Ithaca Ice Company, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Apple Intelligence · Claude
#205,612 of 738,345 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Ithaca Ice Company
from our crawl and measurement
Ithaca Ice Company is a Dryden, NY business whose own site puts it this way: "Ithaca Ice deliveries packaged ice to convenience and grocery stores as well as large orders for special occasions and parties. Call about block and carving ice." Its AI visibility score is 5.1 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 (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
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 5.1/10, Ithaca Ice Company has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Ithaca Ice Company
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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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ithacaice
Cite this score: Engagemii (2026). "AEO Score for Ithaca Ice Company." Retrieved from https://engagemii.com/aeo/brands/ithacaice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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