#1,848,285 OF 1,948,704 IN MEDIA & ENTERTAINMENT
SCORE HISTORY BEGINS 2026-09-21
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AI Visibility Scorecard
Beyond Mud Pies
beyondmudpies.org · Media & Entertainment
At 2.1/10, Beyond Mud Pies is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,848,285 of 1,948,704 in Media & Entertainment for AI visibility
2
AEO Visibility
iNear-invisible · 2.1/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Beyond Mud Pies
from our crawl and measurement
Beyond Mud Pies Reflections on the joy, tragedies and challenges of life is a business whose own site puts it this way: "It would seem that Our Lord finds our desires not too strong, but too weak. We are half-hearted creatures, fooling about with drink and sex and ambition when infinite joy is offered us." As far as answer engines are concerned it may as well not exist yet: 2.1 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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 2.1/10, Beyond Mud Pies is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Beyond Mud Pies
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on September 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/beyondmudpies-org
Cite this score: Engagemii (2026). "AEO Score for Beyond Mud Pies." Retrieved from https://engagemii.com/aeo/brands/beyondmudpies-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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