#1,013,641 OF 1,392,927 IN FOOD & BEVERAGE
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AI Visibility Scorecard
Mbstudio
mbstudioarch.com · Food & Beverage
Borderline visible. AI bots can crawl Mbstudio, 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 2 times
Claude · Apple Intelligence
#1,013,641 of 1,392,927 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Mbstudio
from our crawl and measurement
"Welcome to MBStudio. Check out our work and contact us for your next project." That is how Mbstudio introduces itself. When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. What holds it back is structured data describing the business, credibility markers like credentials or reviews, sitemaps and entity links AI can follow and a heading structure that lays out what it offers.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, 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.
There is not much on the page to read either, about 66 words. The business dates to 2018.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 3.4/10, Mbstudio is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mbstudio
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbstudioarch
Cite this score: Engagemii (2026). "AEO Score for Mbstudio." Retrieved from https://engagemii.com/aeo/brands/mbstudioarch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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