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AI Visibility Scorecard
Patrick MacDonald Designs - Web Design and Development
pmddesign.com · Technology
Somewhat visible. AI bots can read Patrick MacDonald Designs - Web Design and Development, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Apple Intelligence · Claude
#533,695 of 2,641,189 in Technology for AI visibility
5.4
/10
AEO Score
About Patrick MacDonald Designs - Web Design and Development
from our crawl and measurement
Patrick MacDonald Designs describes itself simply: "Professional web developer offering website design, development, and SEO services for small businesses across Philadelphia and New Jersey." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is crawler access and the files AI engines look for and a clearly stated business identity and a clear heading structure, but the score is capped by what is missing: credibility markers like credentials or reviews.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find. Away from its own site, other sites link to it. On the other hand AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.4/10, Patrick MacDonald Designs - Web Design and Development has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Patrick MacDonald Designs - Web Design and Development
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pmddesign
Cite this score: Engagemii (2026). "AEO Score for Patrick MacDonald Designs - Web Design and Development." Retrieved from https://engagemii.com/aeo/brands/pmddesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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