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AI Visibility Scorecard
PatchWerks
patch-werks.com · Fashion & Apparel
Borderline visible. AI bots can crawl PatchWerks, 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
#134,088 of 227,635 in Fashion & Apparel for AI visibility
4.1
/10
AEO Score
About PatchWerks
from our crawl and measurement
PatchWerks describes itself simply: "PatchWerks is your go to for custom hats with style, personality, and pop! From trucker hats, baseball caps, bucket hats to visors and more, every guest gets to design their own hat with." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
The site does the on-page work well, with structured data on the page (Organization, WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.1/10, PatchWerks is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for PatchWerks
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 portalFree signup unlocks the full article plus your personalized AEO fix list for PatchWerks.
Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patch-werks
Cite this score: Engagemii (2026). "AEO Score for PatchWerks." Retrieved from https://engagemii.com/aeo/brands/patch-werks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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