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AI Visibility Scorecard
Design ╱ Talent ╱ John Matula
johnmatula.com · Home & Living
At 3/10, Design ╱ Talent ╱ John Matula 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,116,664 of 1,235,940 in Home & Living for AI visibility
3
/10
AEO Score
About Design ╱ Talent ╱ John Matula
from our crawl and measurement
"I’m John, a human-centered designer who helps within complex systems. I’m also a pianist and vocal performer." That is how Design ╱ Talent ╱ John Matula introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 Authority
0
Little domain authority yet.
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 3/10, Design ╱ Talent ╱ John Matula is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Design ╱ Talent ╱ John Matula
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Design ╱ Talent ╱ John Matula.
Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnmatula
Cite this score: Engagemii (2026). "AEO Score for Design ╱ Talent ╱ John Matula." Retrieved from https://engagemii.com/aeo/brands/johnmatula
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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