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AI Visibility Scorecard
Patrick Hatfield UX/UI/HCD Specialist
patrickhatfield.com · E-commerce
Borderline visible. AI bots can crawl Patrick Hatfield UX/UI/HCD Specialist, 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
#414,784 of 528,432 in E-commerce for AI visibility
3.4
/10
AEO Score
About Patrick Hatfield UX/UI/HCD Specialist
from our crawl and measurement
Patrick Hatfield UX/UI/HCD Specialist is a business whose own site puts it this way: "Patrick Hatfield, Oakland County, Michigan provides web design, ecommerce, graphic design, branding and digital marketing in Michigan and Internationally." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
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
3
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
5
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
0
No inbound links found yet.
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 3.4/10, Patrick Hatfield UX/UI/HCD Specialist is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Patrick Hatfield UX/UI/HCD Specialist
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patrickhatfield
Cite this score: Engagemii (2026). "AEO Score for Patrick Hatfield UX/UI/HCD Specialist." Retrieved from https://engagemii.com/aeo/brands/patrickhatfield
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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