AI Visibility Scorecard
Patrick MacDonald Designs - Web Design and Development
pmddesign.com · Technology
At 2.5/10, Patrick MacDonald Designs - Web Design and Development is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 6 times
Claude · Apple Intelligence · Meta AI · ShapBot
#1,384,811 of 2,706,489 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 51% of Technology companies
3
AEO Visibility
iNear-invisible · 2.5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Patrick MacDonald Designs - Web Design and Development
from our crawl and measurement
Patrick MacDonald Designs, based in Jenkintown, PA, describes itself simply: "Professional web developer offering website design, development, and SEO services for small businesses across Philadelphia and New Jersey." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
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 2.5/10, Patrick MacDonald Designs - Web Design and Development is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
WHAT CLIENTS SAY?
Patrick managed, designed, and developed our website for eight years with very limited input from us! It was a very easy process as he had great ideas and solutions that fit our company and our client’s needs. He provides timely updates that keeps our website current. We highly recommend using Patrick to design and develop your web site – you won’t be sorry! KATHY Fransisco The Pinnacle Health Group
Is this your brand?
The exact fixes for Patrick MacDonald Designs - Web Design and Development
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on October 24, 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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