AI Visibility Scorecard
drarnies.com · E-commerce
At 2.90/10, Moonstone Nutrition is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Parallel · Claude · Apple Intelligence
Top 25% in E-commerce for AI visibility
56
AI Naming Predictability
iRarely named · 56/100
E-commerce average 18
Top 8% of E-commerce
See what's behind this score →2.90
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Transactable · 40/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
"Moonstone Nutrition Kidney Stone Supplements are built to eliminate kidney stones. Drink our delicious Alkaline Citrate beverage mixes & capsules to reduce kidney stones risk, which helps." That is how Moonstone Nutrition introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.90 out of 10.
Our crawl found structured data on the page (Organization, ImageObject, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 4 times in our tracking, including ShapBot (Parallel), ClaudeBot (Anthropic) and Applebot (Siri).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.90/10, Moonstone Nutrition is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What is Alkali Citrate Metabolism (ACM)™?
Stone Stopper by Moonstone™ contains clinically significant amounts of alkali citrate that increases urine citrate and urine pH in the body. This works because increased urine citrate helps prevent calcium oxalate stones, while increased urine pH helps dissolve and prevent uric acid stones and cystine stones.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drarnies
Cite this score: Engagemii (2026). "AEO Score for Moonstone Nutrition." Retrieved from https://engagemii.com/aeo/brands/drarnies
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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