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AI Visibility Scorecard
mmntless.com · E-commerce
Borderline visible. AI bots can crawl MMNTLESS, 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
#258,118 of 539,028 in E-commerce for AI visibility
4.5
/10
AEO Score
from our crawl and measurement
MMNTLESS describes itself simply: "Premium graphic T-shirts for BJJ practitioners, wrestlers, judokas, and grapplers. Wear the art. Spread the culture. Built for those who show up. Shop MMNTLESS." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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.
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 4.5/10, MMNTLESS is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MMNTLESS
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mmntless
Cite this score: Engagemii (2026). "AEO Score for MMNTLESS." Retrieved from https://engagemii.com/aeo/brands/mmntless
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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