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AI Visibility Scorecard
moshmerch.com · Nonprofits
Borderline visible. AI bots can crawl Mosh Merch, 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
#449,377 of 760,691 in Nonprofits for AI visibility
4.4
/10
AEO Score
from our crawl and measurement
Mosh Merch describes itself simply: "• 100% cotton • Open-end yarn • Tubular fabric • Taped neck and shoulders • Double seam at sleeves and bottom hem This product is made especially for you as soon as you place an order." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ProductGroup), an llms.txt file for AI models and a sitemap.
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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.
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 4.4/10, Mosh Merch is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mosh Merch
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moshmerch
Cite this score: Engagemii (2026). "AEO Score for Mosh Merch." Retrieved from https://engagemii.com/aeo/brands/moshmerch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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