AI Visibility Scorecard
Herrell’s® Ice Cream
herrells.com · E-commerce
Borderline visible. AI bots can crawl Herrell’s® Ice Cream, 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 8 times
Claude · Apple Intelligence · ChatGPT · Meta AI
#20,499 of 738,606 in E-commerce for AI visibility
26
AI Naming Predictability
iNamed occasionally · 26/100
More likely to be named than 98% of E-commerce companies
5
AEO Visibility
iBorderline · 5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Herrell’s® Ice Cream
from our crawl and measurement
"Award Winning Dairy and No-Moo Dairy Free cookies, pies cakes and of course artisan ice cream. Great Hot Fudge too. Sold online and brick and mortar stores." That is how Herrell’s® Ice Cream introduces itself. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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 5/10, Herrell’s® Ice Cream is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Herrell’s® Ice Cream
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/herrells
Cite this score: Engagemii (2026). "AEO Score for Herrell’s® Ice Cream." Retrieved from https://engagemii.com/aeo/brands/herrells
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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