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AI Visibility Scorecard
clsutton.com
· E-commerce
Borderline visible. AI bots can crawl clsutton.com, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#385,772 of 538,886 in E-commerce for AI visibility
3.7
/10
AEO Score
About clsutton.com
from our crawl and measurement
"Psychological thriller author C.L. Sutton writes standalone stories you can't put down. Shop ebooks, paperbacks and combo deals, filled with dark secrets and deadly twists, buy direct from." That is how clsutton.com introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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.
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, clsutton.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for clsutton.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clsutton
Cite this score: Engagemii (2026). "AEO Score for clsutton.com." Retrieved from https://engagemii.com/aeo/brands/clsutton
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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