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AI Visibility Scorecard
Commercial & Hospitality Interior Design
ministryofvisualaffairs.co · Food & Beverage
Borderline visible. AI bots can crawl Commercial & Hospitality Interior Design, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,134,099 of 1,723,187 in Food & Beverage for AI visibility
3.8
/10
AEO Score
About Commercial & Hospitality Interior Design
from our crawl and measurement
"MVA is a Salt Lake City studio specializing in commercial interior design, hospitality spaces, and FF&E for hotels, restaurants, and multifamily." That is how Commercial & Hospitality Interior Design introduces itself. When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
On its own pages the site does well on crawler access and the files AI engines look for. It is passable on a workable page structure and a few credibility markers. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow and structured data describing the business.
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.
The business dates to 2020.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.8/10, Commercial & Hospitality Interior Design is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Commercial & Hospitality Interior Design
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Commercial & Hospitality Interior Design.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ministryofvisualaffairs-co
Cite this score: Engagemii (2026). "AEO Score for Commercial & Hospitality Interior Design." Retrieved from https://engagemii.com/aeo/brands/ministryofvisualaffairs-co
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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