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AI Visibility Scorecard
Bumbling Fools Mead
bumblingfools.com · E-commerce
Somewhat visible. AI bots can read Bumbling Fools Mead, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#60,014 of 614,070 in E-commerce for AI visibility
5.9
/10
AEO Score
About Bumbling Fools Mead
from our crawl and measurement
"Bumbling Fools Mead uses Minnesota local honey to provide mead and honey wine sales online as well as through subscriptions." That is how Bumbling Fools Mead introduces itself. Its AI visibility score is 5.9 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 (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
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 5.9/10, Bumbling Fools Mead has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bumbling Fools Mead
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bumblingfools
Cite this score: Engagemii (2026). "AEO Score for Bumbling Fools Mead." Retrieved from https://engagemii.com/aeo/brands/bumblingfools
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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