AI visibility score
5.0/ 10Fair

#230,584 of 738,283 in E-commerce

As of 2026-09-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

The Patch Hat Company

The Patch Hat Company

Unclaimed

thepatchhatcompany.com · E-commerce

Borderline visible. AI bots can crawl The Patch Hat Company, 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.

Claim this page freeSee the breakdown

AI engines read this profile 2 times

Claude

#230,584 of 738,283 in E-commerce for AI visibility

5

AEO Visibility

i

Borderline · 5/10

80

Muse Index Score

i

AI agent readiness

Transactable · 80/100

0

AI Adoption

i

None detected · 0/100

Share

About The Patch Hat Company

from our crawl and measurement

The Patch Hat Company is a business whose own site puts it this way: "SHOW us you've got this shot, tag us and 5 other friends with The Patch Hat Company link for a chance at a free hat. Tag us on INSTAGRAM. Wear the game and Say it Loud." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (Organization, WebSite, ProductGroup), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · E-commerce
Last scored · Sep 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

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

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

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 5/10, The Patch Hat Company is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

✓

The exact fixes for The Patch Hat Company

✓

Which AI engines already crawl you

✓

Free AI bot monitoring: see every AI crawler that visits you

Already have an account? Sign in

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 The Patch Hat Company: 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.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for The Patch Hat Company.

The Patch Hat Company lists 161 products, 161 in stock, priced 39.00 to 49.00.

Show all 161 products

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

Source & Attribution

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

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

Cite this score: Engagemii (2026). "AEO Score for The Patch Hat Company." Retrieved from https://engagemii.com/aeo/brands/thepatchhatcompany

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

Powered by Engagemii - The Answer Engine Optimization (AEO) Platform