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AI Visibility Scorecard
Timothy MK — AI Automation Architect
timothymk.com · Technology
Somewhat visible. AI bots can read Timothy MK — AI Automation Architect, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#180,081 of 2,623,115 in Technology for AI visibility
6.1
/10
AEO Score
About Timothy MK — AI Automation Architect
from our crawl and measurement
"AI Automation Architect and IT Project Manager specializing in n8n, Twilio, Google Workspace, and AI integration. Author of The Fragmented Expert." That is how Timothy MK AI Automation Architect of Grand Rapids, MI introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Person, ProfessionalService, LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
8
Inbound links from other sites.
Domain Trust
3
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.
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 6.1/10, Timothy MK — AI Automation Architect has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Timothy MK — AI Automation Architect
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/timothymk
Cite this score: Engagemii (2026). "AEO Score for Timothy MK — AI Automation Architect." Retrieved from https://engagemii.com/aeo/brands/timothymk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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