AI Visibility Scorecard
My Name is Colin. So what else do you need to know?
colinframe.com · Education
Somewhat visible. AI bots can read My Name is Colin. So what else do you need to know?, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI · Apple Intelligence
#312,029 of 937,492 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
4
AI Adoption
iBasic · 4/100
About My Name is Colin. So what else do you need to know?
from our crawl and measurement
My Name is Colin. So what else do you need to know? describes itself simply: "Home About An experiment in intentionality, two years in If you’ve read anything else on here you’ll know this is a bit of a recurring theme for me." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Website), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
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
Good
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 5.1/10, My Name is Colin. So what else do you need to know? has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
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Is this your brand?
The exact fixes for My Name is Colin. So what else do you need to know?
Which AI engines already crawl you
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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.
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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/colinframe
Cite this score: Engagemii (2026). "AEO Score for My Name is Colin. So what else do you need to know?." Retrieved from https://engagemii.com/aeo/brands/colinframe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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