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AI Visibility Scorecard
harmanice.com · E-commerce
Somewhat visible. AI bots can read Harman Ice, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Meta AI
#161,632 of 632,279 in E-commerce for AI visibility
5.2
/10
AEO Score
from our crawl and measurement
Harman Ice, based in Johnson City, TN, describes itself simply: "Whether it’s for a birthday party, a tailgating event before the game, or just a casual family game night, the cheapest fun your customers have usually." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (LocalBusiness, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including Meta AI.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 5.2/10, Harman Ice has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Harman Ice
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/harmanice
Cite this score: Engagemii (2026). "AEO Score for Harman Ice." Retrieved from https://engagemii.com/aeo/brands/harmanice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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