AI Visibility Scorecard
Major Confusions
majorconfusions.com · Professional Services
Borderline visible. AI bots can crawl Major Confusions, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#133,072 of 528,058 in Professional Services for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Major Confusions
from our crawl and measurement
"Major Confusions is a career wellness studio dedicated to creating a healthier world where career well-being is treated seriously." That is how Major Confusions introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4/10, Major Confusions is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How does it work?
In three steps, find clarity and pursue your potential. 1. Introductory sessionA free session to see if coaching with me is right for you (or your organisation). No strings attached. 2. Major clarificationsYou will have a coaching plan tailored for you and your goals (or your organisation’s). Start to drive change and build momentum. 3.
Is this your brand?
The exact fixes for Major Confusions
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Major Confusions.
Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/majorconfusions
Cite this score: Engagemii (2026). "AEO Score for Major Confusions." Retrieved from https://engagemii.com/aeo/brands/majorconfusions
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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