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AI Visibility Scorecard
mnsoap.com · E-commerce
Borderline visible. AI bots can crawl MinneSOAPta Kings Media And Merch LLX, 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
#354,468 of 533,082 in E-commerce for AI visibility
3.9
/10
AEO Score
from our crawl and measurement
Home describes itself simply: "Shop handmade Minnesota soap, lotions, and bath products. Discover local scents and ingredients at MinneSOAPta. Order online today! Home Experience our gentle Goat Milk Soap from Minnesota." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 3.9/10, MinneSOAPta Kings Media And Merch LLX is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MinneSOAPta Kings Media And Merch LLX
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/mnsoap
Cite this score: Engagemii (2026). "AEO Score for MinneSOAPta Kings Media And Merch LLX." Retrieved from https://engagemii.com/aeo/brands/mnsoap
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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