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AI Visibility Scorecard
powerofmud.com · E-commerce
Borderline visible. AI bots can crawl Joint Mud, 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
#267,110 of 533,982 in E-commerce for AI visibility
4.4
/10
AEO Score
from our crawl and measurement
"Joint Mud is an external topical solution that is applied directly to problematic areas to reduce joint pain and arthritis." That is how Joint Mud introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
The site gets some of it right: it has structured data on the page (Organization, WebSite), a readable heading structure, substantial page content. What holds it back is what is absent, including an llms.txt file, a sitemap.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 4.4/10, Joint Mud is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Joint Mud
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/powerofmud
Cite this score: Engagemii (2026). "AEO Score for Joint Mud." Retrieved from https://engagemii.com/aeo/brands/powerofmud
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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