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AI Visibility Scorecard

Billy's Ice Cream

Billy's Ice Cream

Unclaimed

billysadel.com · Food & Beverage

Borderline visible. AI bots can crawl Billy'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 4 times

Amazon Alexa · Claude · Meta AI

#601,093 of 1,363,541 in Food & Beverage for AI visibility

4

AEO Visibility

i

Borderline · 4.4/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

0

AI Adoption

i

None detected · 0/100

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About Billy's Ice Cream

from our crawl and measurement

"Ice cream shop serving soft serve, Chilly Billy's, and other treats and food in Adel, Iowa." That is how Billy's Ice Cream introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 out of 10.

Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI).

Industry · Food & Beverage
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

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.

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 4.4/10, Billy's Ice Cream is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Billy's Ice Cream: How-To

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 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/billysadel

Cite this score: Engagemii (2026). "AEO Score for Billy's Ice Cream." Retrieved from https://engagemii.com/aeo/brands/billysadel

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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