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AI Visibility Scorecard
guyshrink.libsyn.com · Automotive
Well-positioned for AI search. The breakdown below shows where Guy Shrink is still leaving points on the table.
AI engines read this profile 2 times
ChatGPT · Claude
#224 of 735,720 in Automotive for AI visibility
7.3
/10
AEO Score
from guyshrink.libsyn.com
Welcome to Guy Shrink, a bi-weekly podcast where we discuss guy stuff, hosted by Bill Roman, MA, LPC. You know, the stuff that rolls around in your head, keeps you up at night, gives you heartburn and sometimes makes you say, “what was i thinking?” We've all been there, and at times we stay there longer than we intended and certainly longer than what’s good for us. Bill is a Licensed Professional Counselor, in Toledo, Ohio - the Glass City, where most of his practice is devoted to men who are trying to figure out life’s big questions and little annoyances. On the show, Bill will interview people who can offer a voice and opinion about what’s bothering us. "I want to talk about stuff that never in a million years would we seek out a therapist for but we might open up to a buddy. I’m prett
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
7
Forum and community discussion.
9
Reddit mentions and discussion.
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 7.3/10, Guy Shrink has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Guy Shrink
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Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on May 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/guyshrink-libsyn
Cite this score: Engagemii (2026). "AEO Score for Guy Shrink." Retrieved from https://engagemii.com/aeo/brands/guyshrink-libsyn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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