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AI Visibility Scorecard
Mosspip — A class registry for kids
mosspip.com · Health & Wellness
Borderline visible. AI bots can crawl Mosspip — A class registry for kids, 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 1 times
Meta AI
#296,387 of 367,302 in Health & Wellness for AI visibility
3.4
/10
AEO Score
About Mosspip — A class registry for kids
from our crawl and measurement
Mosspip — A class registry for kids is a business whose own site puts it this way: "From first wiggles to big birthdays. Build a registry of the classes your kid will love, and let family chip in." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.4/10, Mosspip — A class registry for kids is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mosspip — A class registry for kids
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mosspip
Cite this score: Engagemii (2026). "AEO Score for Mosspip — A class registry for kids." Retrieved from https://engagemii.com/aeo/brands/mosspip
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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