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AI Visibility Scorecard
stanabbott.com · Media & Entertainment
At 2.7/10, Stan L. Abbott | Author of The Episode is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,777,610 of 1,911,196 in Media & Entertainment for AI visibility
2.7
/10
AEO Score
from our crawl and measurement
HOME describes itself simply: "Skip to content Search for: HOMEFICTIONNON-FICTIONBLOGSHOPCONTACT HOMEstanabbott2025-10-16T10:39:01+01:00 Welcome to Stan Abbott’s author website, where you can find out all about Stan’s." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.7 out of 10.
Our crawl found structured data on the page (WebSite, WebPage, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.7/10, Stan L. Abbott | Author of The Episode is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Stan L. Abbott | Author of The Episode
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stanabbott
Cite this score: Engagemii (2026). "AEO Score for Stan L. Abbott | Author of The Episode." Retrieved from https://engagemii.com/aeo/brands/stanabbott
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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