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AI Visibility Scorecard
ModuLab
mdlwatch.com · E-commerce
Borderline visible. AI bots can crawl ModuLab, 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
#238,831 of 548,992 in E-commerce for AI visibility
4.7
/10
AEO Score
About ModuLab
from our crawl and measurement
ModuLab Kids Watch is a business whose own site puts it this way: "Tired of craft kits for kids that hit the bin after one use? ModuLab is the kids watch they design themselves, draw the dial, wipe it clean, redesign it endlessly." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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.
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 4.7/10, ModuLab is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ModuLab
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for ModuLab.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdlwatch
Cite this score: Engagemii (2026). "AEO Score for ModuLab." Retrieved from https://engagemii.com/aeo/brands/mdlwatch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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