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AI Visibility Scorecard
The Muddy Merch Co.
themuddymerch.com · E-commerce
Somewhat visible. AI bots can read The Muddy Merch Co., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Apple Intelligence · Claude · Meta AI
#61,831 of 639,048 in E-commerce for AI visibility
5.9
/10
AEO Score
About The Muddy Merch Co.
from themuddymerch.com
Welcome to The Muddy Merch Co. located in Terrebonne, Oregon. As a custom merchandise shop, we offer a variety of items ranging from custom hats and drinkware to full customization product services. O
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
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
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 5.9/10, The Muddy Merch Co. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Muddy Merch Co.
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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/themuddymerch
Cite this score: Engagemii (2026). "AEO Score for The Muddy Merch Co.." Retrieved from https://engagemii.com/aeo/brands/themuddymerch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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