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AI Visibility Scorecard
GETHIN COOLBAUGH • SPORTS, POLITICS, LIFE
gethincoolbaugh.com · Sports & Recreation
Borderline visible. AI bots can crawl GETHIN COOLBAUGH • SPORTS, POLITICS, LIFE, 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 2 times
Claude · Apple Intelligence
#172,771 of 233,312 in Sports & Recreation for AI visibility
3.7
/10
AEO Score
About GETHIN COOLBAUGH • SPORTS, POLITICS, LIFE
from our crawl and measurement
GETHIN COOLBAUGH • SPORTS, POLITICS, LIFE describes itself simply: "For Boston-based journalist and commentator Gethin Coolbaugh, everything fits into three simple categories - sports, politics, & life." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
On the page it is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business, a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.7/10, GETHIN COOLBAUGH • SPORTS, POLITICS, LIFE is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for GETHIN COOLBAUGH • SPORTS, POLITICS, LIFE
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gethincoolbaugh
Cite this score: Engagemii (2026). "AEO Score for GETHIN COOLBAUGH • SPORTS, POLITICS, LIFE." Retrieved from https://engagemii.com/aeo/brands/gethincoolbaugh
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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