AI Visibility Scorecard
Author John Winings
johnwinings.com · Media & Entertainment
Borderline visible. AI bots can crawl Author John Winings, 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
#1,750,915 of 1,966,412 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Author John Winings
from johnwinings.com
The Author The Books Where to Buy Reviews Blog Contacts Select Page Mountain Majesty – the History of CODEP Haiti, where sustainable agricultural development works Now a trilogy covering the exciting story of how CODEP worked to renew the land, the people, and the economy in CODEP’s operating area in the mountains south of Léogâne.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 3.5/10, Author John Winings is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Author John Winings
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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 September 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnwinings
Cite this score: Engagemii (2026). "AEO Score for Author John Winings." Retrieved from https://engagemii.com/aeo/brands/johnwinings
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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