AI Visibility Scorecard
John Komlos book, economic book, What Every Economics Student Needs to Know and Doesn't Get in the Usual Principles Text
johnkomlos.com · Education
Borderline visible. AI bots can crawl John Komlos book, economic book, What Every Economics Student Needs to Know and Doesn't Get in the Usual Principles Text, 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 1 times
Claude
#794,596 of 937,379 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About John Komlos book, economic book, What Every Economics Student Needs to Know and Doesn't Get in the Usual Principles Text
from our crawl and measurement
John Komlos book, economic book, What Every Economics Student Needs to Know and Doesn't Get in the Usual Principles Text is a business whose own site puts it this way: "The new introductory economics book from John Komlos is an alternate introductory text which provides new insight in to topics not typically covered in other Economics text books." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Weak
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
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 3.6/10, John Komlos book, economic book, What Every Economics Student Needs to Know and Doesn't Get in the Usual Principles Text is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for John Komlos book, economic book, What Every Economics Student Needs to Know and Doesn't Get in the Usual Principles Text
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Source & Attribution
Scored by Engagemii on September 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnkomlos
Cite this score: Engagemii (2026). "AEO Score for John Komlos book, economic book, What Every Economics Student Needs to Know and Doesn't Get in the Usual Principles Text." Retrieved from https://engagemii.com/aeo/brands/johnkomlos
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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