AI Visibility Scorecard
Caitlin Clock
caitlinclock.com · Education
Borderline visible. AI bots can crawl Caitlin Clock, 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.
AI engines read this profile 3 times
Claude · Meta AI
#377,987 of 937,492 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Caitlin Clock
from our crawl and measurement
"The musings of a New Zealand mathematics teacher." That is how Caitlin Clock introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
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 4.9/10, Caitlin Clock is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to give effective feedback?
“To be effective, feedback needs to be clear, purposeful, meaningful and compatible with students’ prior knowledge, and to provide logical connections.” John Hattie (2009) We are constantly giving feedback to our students. We give written feedback, oral feedback, whole-class feedback, or one-on-one feedback.
Miss! When will I ever use Algebra?
I am currently teaching Algebra to my junior students. Without fail, no matter if I am teaching students who struggle with maths or students who claim maths is their favourite subject, I am always asked the same question: “When will I ever use Algebra?” Sometimes they phrase it differently. They’ll ask me what the purpose of learning certain Algebraic skills are.
Is this your brand?
The exact fixes for Caitlin Clock
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Caitlin Clock.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/caitlinclock
Cite this score: Engagemii (2026). "AEO Score for Caitlin Clock." Retrieved from https://engagemii.com/aeo/brands/caitlinclock
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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