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AI Visibility Scorecard

Liberty Bell Beekeepers

Name: Liberty Bell Beekeepers - AI Visibility Score
Creator: Engagemii
Published: 2026-08-08T02:57:10.976Z
License: https://creativecommons.org/licenses/by/4.0/

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lbbkphilly.com · Food & Beverage

Borderline visible. AI bots can crawl Liberty Bell Beekeepers, 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.

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Monitoring for AI engine activity

In the Engagemii AEO index

#1,080,950 of 1,712,924 in Food & Beverage for AI visibility

3.9

/10

AEO Score

About Liberty Bell Beekeepers

from our crawl and measurement

Liberty Bell Beekeepers describes itself simply: "as well as southern New Jersey.Honeybee SalesDeep and Medium 5 Frame Nucs, Two Frame Nucs, and Queens.Woodenware SalesMade to order, Philadelphia area only." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.

Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Food & Beverage

Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

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

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

No Reddit mentions 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 3.9/10, Liberty Bell Beekeepers is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Liberty Bell Beekeepers: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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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/lbbkphilly

Cite this score: Engagemii (2026). "AEO Score for Liberty Bell Beekeepers." Retrieved from https://engagemii.com/aeo/brands/lbbkphilly

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