#717,300 OF 933,380 IN EDUCATION
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AI Visibility Scorecard
A New Old Way: Learning in Conversation with AI
learninginconversation.com · Education
Borderline visible. AI bots can crawl A New Old Way: Learning in Conversation with AI, 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 2 times
Claude · ChatGPT
#717,300 of 933,380 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
60
Muse Index Score
iAI agent readiness
Agent-ready · 60/100
4
AI Adoption
iBasic · 4/100
About A New Old Way: Learning in Conversation with AI
from our crawl and measurement
A New Old Way: Learning in Conversation with AI is a business whose own site puts it this way: "There is a line in Charles Handy’s The Age of Unreason where he quotes an anonymous Irishman: How do I know what I think until I hear what I say?." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (Article, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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 3.7/10, A New Old Way: Learning in Conversation with AI is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for A New Old Way: Learning in Conversation with AI
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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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/learninginconversation
Cite this score: Engagemii (2026). "AEO Score for A New Old Way: Learning in Conversation with AI." Retrieved from https://engagemii.com/aeo/brands/learninginconversation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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