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AI Visibility Scorecard
Catherine Johns
catherinejohns.com · Media & Entertainment
Somewhat visible. AI bots can read Catherine Johns, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#128,099 of 1,885,815 in Media & Entertainment for AI visibility
6.1
/10
AEO Score
About Catherine Johns
from our crawl and measurement
"What’s more boring than listening to somebody drone on about their business and their bio and their background? There’s a better way to describe your busines." That is how Catherine Johns of Chicago, IL introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (Organization, Person, WebSite), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
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 6.1/10, Catherine Johns has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Catherine Johns
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catherinejohns
Cite this score: Engagemii (2026). "AEO Score for Catherine Johns." Retrieved from https://engagemii.com/aeo/brands/catherinejohns
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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