⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Derek Kinsman, maker of things.
derekkinsman.com · Media & Entertainment
Somewhat visible. AI bots can read Derek Kinsman, maker of things., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#466,311 of 1,898,355 in Media & Entertainment for AI visibility
5.4
/10
AEO Score
About Derek Kinsman, maker of things.
from our crawl and measurement
Derek Kinsman, maker of things. describes itself simply: "Derek KinsmanI am a Cannes Innovation Lions and Ennies awards' losing maker of things residing in Guelph, ON, Canada." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places, missing in others.
What holds it back is structured data describing the business, an llms.txt file, a sitemap, the first things an answer engine looks for.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
1
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
9
Inbound links from other sites.
Domain Authority
3
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, Derek Kinsman, maker of things. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Derek Kinsman, maker of things.
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Derek Kinsman, maker of things..
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/derekkinsman
Cite this score: Engagemii (2026). "AEO Score for Derek Kinsman, maker of things.." Retrieved from https://engagemii.com/aeo/brands/derekkinsman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform