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AI Visibility Scorecard
Doug Murdickis Fudge
murdicksfudge.com · E-commerce
Somewhat visible. AI bots can read Doug Murdickis Fudge, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#35,686 of 553,712 in E-commerce for AI visibility
6.1
/10
AEO Score
About Doug Murdickis Fudge
from our crawl and measurement
"Indulge in the finest handmade fudge & candy from Doug Murdickis Fudge. Order online for creamy, flavorful fudge made with natural ingredients." That is how Doug Murdickis Fudge of Traverse City, MI introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a workable page structure and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
4
Press and news coverage.
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 6.1/10, Doug Murdickis Fudge has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Doug Murdickis Fudge
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/murdicksfudge
Cite this score: Engagemii (2026). "AEO Score for Doug Murdickis Fudge." Retrieved from https://engagemii.com/aeo/brands/murdicksfudge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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