AI Visibility Scorecard
Managing Horizons
managinghorizons.com · Education
Borderline visible. AI bots can crawl Managing Horizons, 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 5 times
Meta AI · Claude
#363,379 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Managing Horizons
from our crawl and measurement
Managing Horizons describes itself simply: "Gil Herman Bio Schedule a book talk/signing Readers Comments Jump to Section: FICTION BUSINESS PHILOSOPHY/POETRY CHILDREN FICTION The Lost Message This is a story about a professional." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 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 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
Fair
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 4/10, Managing Horizons is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Does It Mean To Be A Manager?
After moving from a position as an informal supervisor to a formal management role, Ariel asked her father – an executive coach – “What does it mean to be a manager?” This book represents a months-long coaching dialogue on various tasks of management including goal setting, workforce capacity, delegation, communication, and performance management.
What Was I Thinking?
My interior life continues to be a journey in search of ultimate meaning for myself and humanity. This book is a collection of about 50 years of my writing – poetry, essays, stories and songs – since my college days beginning in 1967. Buy: Amazon FICTION BUSINESS PHILOSOPHY/POETRY CHILDREN
Is this your brand?
The exact fixes for Managing Horizons
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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 Managing Horizons.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/managinghorizons
Cite this score: Engagemii (2026). "AEO Score for Managing Horizons." Retrieved from https://engagemii.com/aeo/brands/managinghorizons
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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