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AI Visibility Scorecard

Col Fraser

Col Fraser

Unclaimed

colfraser.com · Sports & Recreation

Borderline visible. AI bots can crawl Col Fraser, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#167,482 of 234,249 in Sports & Recreation for AI visibility

3.8

/10

AEO Score

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About Col Fraser

from our crawl and measurement

"Col Hollywood Fraser is a speaker, trainer, coach and facilitator of ideas in sport with a successful track record addressing a range of topics from organisational behaviour in sport." That is how Col Fraser Former Rugby League Player introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry · Sports & Recreation
Last scored · Aug 10, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

5

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

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

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 3.8/10, Col Fraser is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Col Fraser

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Col Fraser: How-To

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 10, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/colfraser

Cite this score: Engagemii (2026). "AEO Score for Col Fraser." Retrieved from https://engagemii.com/aeo/brands/colfraser

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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