AI Visibility Scorecard
Moon Mods
moonmods.com · E-commerce
Borderline visible. AI bots can crawl Moon Mods, 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.
AI engines read this profile 2 times
Claude
#203,893 of 738,776 in E-commerce for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
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, though, it is barely visible: it scores 4.0 out of 10.
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 4/10, Moon Mods is crawlable but under-signaled - 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
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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.
Moon Mods lists 59 products, 30 in stock, priced 0.00 to 1,430.00.
Show all 59 products
- Custom Engraving · 30.00
- Limited Edition NATO Strap · 22.00
- Eric SPECIAL ORDER(Aftermarket 1969 + ALL GOLD Case + Shipping) · 524.00 · out of stock
- CUSTOM Painted Hands · 36.00
- Bernd SPECIAL ORDER(Order 1709 Spring Bars Replacement + Shipping) · 12.00 · out of stock
- Fabian SPECIAL ORDER(OEM Moon + Jubilee Bracelet + Shipping) · 628.00 · out of stock
- Mark SPECIAL ORDER(OEM 1965 + Steel Bracelet + Jubilee Bracelet + Chronograph Hands & Sub-dial Hand Painting Upgrade + Case back Engraving + Clasp Engraving + Crown Engraving + Shipping) · 851.00 · out of stock
- Maksim SPECIAL ORDER(OEM Moon + Steel Bracelet + Bonus NATO Strap + Shipping) · 589.00 · out of stock
- Wissam SPECIAL ORDER(Aftermarket 1969 + Shipping + Bonus NATO Strap) · 485.00
- LIMITED RELEASE "1969 " · 454.00
- Moon Mods Case · 107.00
- Jubilee Bracelet · 59.00
- White Snoopy · 213.00 · out of stock
- Pink Moon · 178.00 · out of stock
- OEM Mercury · 426.00 · out of stock
- Moonshine Gold "COLD MOON" · 459.00
- Paul Special Order OEM NEPTUNE + OEM EARTHPHASE on Stock Strap (Shipping Included) · 1,178.00 · out of stock
- DIY Kit · 219.00
- Paul Special Order, OEM VENUS + OEM Black Snoopy w Limited Edition ALL BLACK Case, Including Shipping · 1,121.00 · out of stock
- Paul Special Order, OEM SUN including Shipping · 557.00 · out of stock
- 1965 Watch Special Order · 109.00 · out of stock
- Moonshine Gold "Hunter's Moon" · 459.00 · out of stock
- Paul Special Order, OEM Hunter's Moon + OEM 1965, Steel Bracelet, NATO, including Shipping · 1,430.00 · out of stock
- Yohan Jubilee Special order · 43.00 · out of stock
- 1965 · 319.00
- Tony Special order, SATURN + Leather Strap + Shipping · 384.00 · out of stock
- Black Snoopy · 349.00
- Paul Special Order, OEM Earth + OEM Moon, Steel Bracelet, NATO, including Shipping · 1,164.00 · out of stock
- Join Auction - 100 Bids (to stop bots) · 2.00
- Limited 1 of 1 Moonshine Gold "EARTHPHASE" · 0.00
- Jonathan special order, OEM MOON Modification + Steel Bracelet + Shipping · 295.00 · out of stock
- Moshe special order OEM BLACK SNOOPY + Steel Bracelet + Shipping · 689.00 · out of stock
- Luiz special order SUPER BLUE MOONPHASE + Steel Bracelet + Shipping · 405.00 · out of stock
- Santiago special order SUPER BLUE MOONPHASE + Steel Bracelet + Shipping · 405.00 · out of stock
- Paul Special Order, OEM Saturn + Leather Strap (Combined Shipping) · 572.00 · out of stock
- Henrique special order, Mission to MOON + Steel Bracelet + Shipping · 369.00 · out of stock
- James Special Order, SEIKO GMT SPRITE + Jubilee · 423.00 · out of stock
- Alexandr Special Order, SATURN + Steel Bracelet + Shipping · 376.00 · out of stock
- Savraj special order, Mission to MOON + Steel Bracelet + Shipping · 376.00 · out of stock
- Alexandre Special Order, MOON + NATO + Shipping · 362.00 · out of stock
- Manuel Special Order, OEM Earthphase + Steel Bracelet + Rubber Strap + NATO · 696.00 · out of stock
- Tal special order, EARTHPHASE + Steel bracelet · 405.00 · out of stock
- Kan special order, MOON & NATO Combo + DHL · 391.00
- Polar GMT · 415.00
- Red Star · 312.00
- Black Daytona · 309.00
- Tiff x Yacht · 330.00
- Santorini · 345.00
- Wave of Kanagawa · 387.00
- Use Your Own Watch · 249.00
- NATO · 20.00
- Rubber Strap (Vulcanised) · 29.00
- Steel Bracelet · 49.00
- Grand Bleu · 345.00
- Onyx Datejust · 345.00
- White Snoopy · 349.00
- Earth · 319.00
- Mars · 319.00
- Moon · 319.00
Machine-readable copy: the product feed (JSON).
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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