AI Visibility Scorecard
Super Derpy: Muffin Attack
superderpy.com · Technology
Borderline visible. AI bots can crawl Super Derpy: Muffin Attack, 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 5 times
Claude · Amazon Alexa · Apple Intelligence
#1,075,586 of 2,705,907 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Super Derpy: Muffin Attack
from our crawl and measurement
"Become Derpy Hooves and fight with muffinzombies in a free software game Super Derpy: Muffin Attack in order to rescue Ponyville ponies so they can defeat Discord once again!." That is how Super Derpy: Muffin Attack introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), AmazonBot (Alexa AI) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.9/10, Super Derpy: Muffin Attack is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Super Derpy: Muffin Attack
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/superderpy
Cite this score: Engagemii (2026). "AEO Score for Super Derpy: Muffin Attack." Retrieved from https://engagemii.com/aeo/brands/superderpy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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