AI Visibility Scorecard
raywhiting.com · Education
Borderline visible. AI bots can crawl Ray Whiting — Starting Anew, 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 4 times
Claude · ChatGPT · ShapBot
#111,927 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Skip to content Ray Whiting, Starting Anew Welcome to my little corner of the world." That is how Ray Whiting Starting Anew introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
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.
How the web signals your brand to AI
Backlinks
Strong
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.
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 4.2/10, Ray Whiting — Starting Anew is crawlable but under-signaled - fixable, and the signals above are where to start.
How to Clean My Hat?
Long, long ago, like around 20 or 25 years ago, I bought myself a cool hat made of a sort of twill or denim fabric. It’s been in my closet since I moved here 18 years ago, and I just pulled it out this past week. I used to wear it semi-often when I lived in New Orleans. It looks really bad. Dusty and dirty. I am amazed it has mostly kept its shape, which gives me a little hope.
Write a Book?
School picture of the author in 5th Grade This is me, my class picture when I was in 5th grade. Big smile, but this was roughly the time when I was discovering Live wasn’t always fair or nice. This was also the beginning of troubles that would follow me for decades, not entirely of my own making but largely the impact on me of my parents’ alcoholism (mostly my mother).
Is this your brand?
The exact fixes for Ray Whiting — Starting Anew
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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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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/raywhiting
Cite this score: Engagemii (2026). "AEO Score for Ray Whiting — Starting Anew." Retrieved from https://engagemii.com/aeo/brands/raywhiting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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