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AI Visibility Scorecard
Merlino Design Partnership
merlinodesignpartnership.com · Education
Somewhat visible. AI bots can read Merlino Design Partnership, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#93,804 of 904,095 in Education for AI visibility
6
/10
AEO Score
About Merlino Design Partnership
from our crawl and measurement
Merlino Design Partnership describes itself simply: "MDP is an internationally recognized, award-winning design firm that specializes in inspired design for senior living environments. With offices in Philadelphia and Orlando,...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 6/10, Merlino Design Partnership has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Merlino Design Partnership
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/merlinodesignpartnership
Cite this score: Engagemii (2026). "AEO Score for Merlino Design Partnership." Retrieved from https://engagemii.com/aeo/brands/merlinodesignpartnership
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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