AI visibility score
3.1/ 10Weak

#148,420 of 245,984 in Fashion & Apparel

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Levine Hat Co.

Levine Hat Co.

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levinehat.com · Fashion & Apparel

Borderline visible. AI bots can crawl Levine Hat Co., 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.

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AI engines read this profile 7 times

Claude · ChatGPT · Apple Intelligence · Meta AI

#148,420 of 245,984 in Fashion & Apparel for AI visibility

2

AI Naming Predictability

i

Rarely named · 2/100

More likely to be named than 92% of Fashion & Apparel companies

3

AEO Visibility

i

Near-invisible · 3.1/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About Levine Hat Co.

from our crawl and measurement

Levine Hat Co. is a Saint Louis, MO business whose own site puts it this way: "Levine Hat Company is the destination of choice for the top brands in men's hats, with a strong focus on dress hats made of fur felt, wool and panama straw." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.

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

AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).

Industry · Fashion & Apparel
Last scored · Aug 2, 2026

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

Fair

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

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

Strong

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 3.1/10, Levine Hat Co. is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Levine Hat Co.: 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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Levine Hat Co. lists 293 products, 277 in stock, priced 2.00 to 839.00.

Show all 293 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Levine Hat Co.." Retrieved from https://engagemii.com/aeo/brands/levinehat

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

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