AI Visibility Scorecard
Hat Sizes
hatsizes.com · Other
Borderline visible. AI bots can crawl Hat Sizes, 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 6 times
Meta AI · Claude · ShapBot
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Hat Sizes
from our crawl and measurement
Hat Sizes, based in Berkeley, CA, describes itself simply: "Most people wear their hats about a little finger or a quarter inch above the ear." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
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 4/10, Hat Sizes is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to correctly measure hat sizing?
To find your head measurement and hat size, measure around your head the way you wear your hat, usually tilted slightly upward to allow for the sloped down brim. Most people wear their hats about a little finger or a quarter inch above the ear. If you wear your hat differently, measure your hat size that way. Pull the measuring tape snugly but not tightly around your head.
Is this your brand?
The exact fixes for Hat Sizes
Which AI engines already crawl you
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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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hatsizes
Cite this score: Engagemii (2026). "AEO Score for Hat Sizes." Retrieved from https://engagemii.com/aeo/brands/hatsizes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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