AI Visibility Scorecard
The Preferred Walk-On: The People's College Football Show
preferredwalkonshow.com · Education
Borderline visible. AI bots can crawl The Preferred Walk-On: The People's College Football Show, 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.
AI engines read this profile 7 times
ChatGPT · Claude · Apple Intelligence · Meta AI
#24,333 of 937,508 in Education for AI visibility
12
AI Naming Predictability
iNamed occasionally · 12/100
More likely to be named than 98% of Education companies
5
AEO Visibility
iBorderline · 4.7/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About The Preferred Walk-On: The People's College Football Show
from our crawl and measurement
"Walk-On grit. All-American film. The Preferred Walk-On is the people's college football show. Hosted by Seth Saunders, with James Kehm joining as featured co-host, the show covers college." That is how The Preferred Walk-On: The People's College Football Show introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite, PodcastSeries), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.7/10, The Preferred Walk-On: The People's College Football Show is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for The Preferred Walk-On: The People's College Football Show
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/preferredwalkonshow
Cite this score: Engagemii (2026). "AEO Score for The Preferred Walk-On: The People's College Football Show." Retrieved from https://engagemii.com/aeo/brands/preferredwalkonshow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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