AI Visibility Scorecard
supermumbo
supermumbo.com · Media & Entertainment
At 2.5/10, supermumbo 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
#1,863,680 of 1,966,627 in Media & Entertainment for AI visibility
3
AEO Visibility
iNear-invisible · 2.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About supermumbo
from our crawl and measurement
supermumbo describes itself simply: "I value distinct character and variety in my creative process, and I aim to bring those values to your project." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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 2.5/10, supermumbo is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who Is "supermumbo"?
I’m Cooper Spring (a.k.a “supermumbo”), a composer, sound designer, and artist with a passion for games old and new, with a particular affinity for the crunchy, aliased sound of consoles of yester-year. I value distinct character and variety in my creative process, and I aim to bring those values to your project.
Is this your brand?
The exact fixes for supermumbo
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/supermumbo
Cite this score: Engagemii (2026). "AEO Score for supermumbo." Retrieved from https://engagemii.com/aeo/brands/supermumbo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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