AI Visibility Scorecard
Kathryn Bentley
clockworkcakes.com · Food & Beverage
At 2.5/10, Kathryn Bentley 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.
AI engines read this profile 2 times
Claude
#1,316,583 of 1,394,000 in Food & Beverage for AI visibility
26
AI Naming Predictability
iRarely named · 26/100
3
AEO Visibility
iNear-invisible · 2.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Kathryn Bentley
from clockworkcakes.com
Kathryn Bentley Work About Contact Open Menu Close Menu Kathryn Bentley Work About Contact Open Menu Close Menu Work About Contact Galleries Explore Featured Work By Collection Traditional Art and Illustration Sculpted Cakes Tiered Cakes Sugar Figurines and Toppers Kathryn Bentley is a Boston-based artist and cake decorator.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 2.5/10, Kathryn Bentley is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kathryn Bentley
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clockworkcakes
Cite this score: Engagemii (2026). "AEO Score for Kathryn Bentley." Retrieved from https://engagemii.com/aeo/brands/clockworkcakes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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