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AI Visibility Scorecard
Cole Brown
colebrown.com · Media & Entertainment
Borderline visible. AI bots can crawl Cole Brown, 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
Meta AI · Claude · Apple Intelligence
#823,787 of 1,911,839 in Media & Entertainment for AI visibility
4.9
/10
AEO Score
About Cole Brown
from our crawl and measurement
Cole Brown describes itself simply: "HomeWorkPressBioCONTACTCole Brown is an author, producer, and political commentator.Cole’s work spans mediums and genres, centering on nuanced tales of under examined facets of American." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 4.9/10, Cole Brown is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Cole Brown
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/colebrown
Cite this score: Engagemii (2026). "AEO Score for Cole Brown." Retrieved from https://engagemii.com/aeo/brands/colebrown
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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