AI Visibility Scorecard
Moon Mods
moonmods.com · E-commerce
Somewhat visible. AI bots can read Moon Mods, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#135,420 of 736,354 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
0
AI Adoption
iNone detected · 0/100
About Moon Mods
from our crawl and measurement
Moonswatch & SEIKO Mods is a business whose own site puts it this way: "The MoonSwatch 1965 🎥(Our only Model currently offering the Jubilee Bracelet) Features: Stainless Steel (316L) Case Domed Sapphire Crystal Screw-down Crown + Caseback Aluminum Bezel insert." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, ProductGroup), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
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 5.4/10, Moon Mods has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What makes us special?
12 Month Warranty All builds are insured if any parts are damaged + your 1st battery change or strap sizing is free!
Is this your brand?
The exact fixes for Moon Mods
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Moon Mods.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moonmods
Cite this score: Engagemii (2026). "AEO Score for Moon Mods." Retrieved from https://engagemii.com/aeo/brands/moonmods
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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