AI Visibility Scorecard
Brandon Cox
mbumo.com · Food & Beverage
Borderline visible. AI bots can crawl Brandon Cox, 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 1 times
Claude
#1,154,693 of 1,393,425 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Brandon Cox
from our crawl and measurement
"If you want to lose weight, it´s important to … Read more How to maintain new weight by Brandon Cox There has been a lot of publicity about how nearly 100% of diets end in failure." That is how Mbumo introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
Our crawl found structured data on the page (Person, WebSite, CollectionPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 3.3/10, Brandon Cox is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to maintain new weight?
by Brandon Cox There has been a lot of publicity about how nearly 100% of diets end in failure. Just a few short … Read more
Is this your brand?
The exact fixes for Brandon Cox
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Brandon Cox.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbumo
Cite this score: Engagemii (2026). "AEO Score for Brandon Cox." Retrieved from https://engagemii.com/aeo/brands/mbumo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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