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AI Visibility Scorecard
moda4.com · Food & Beverage
Somewhat visible. AI bots can read MODA4 Design + Architecture - Creative. Sensible. Zealous., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Amazon Alexa
#256,015 of 1,418,203 in Food & Beverage for AI visibility
5.3
/10
AEO Score
from our crawl and measurement
MODA4 Design + Architecture, based in Wayne Avenue Dayton, OH, describes itself simply: "Built environment solutionists that are Creative. Sensible. Zealous. Corporate, Education, Historic Adaptive Reuse, In Development, Mixed-Use, Restaurant Hospitality, Retail Projects." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a workable page structure and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and AmazonBot (Alexa AI). There is not much on the page to read either, about 102 words. It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2005.
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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.
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 5.3/10, MODA4 Design + Architecture - Creative. Sensible. Zealous. has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for MODA4 Design + Architecture - Creative. Sensible. Zealous.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moda4
Cite this score: Engagemii (2026). "AEO Score for MODA4 Design + Architecture - Creative. Sensible. Zealous.." Retrieved from https://engagemii.com/aeo/brands/moda4
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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