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AI Visibility Scorecard
Muddy Puddles Children's Waterproofs
muddypuddles.com · Fashion & Apparel
Somewhat visible. AI bots can read Muddy Puddles Children's Waterproofs, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#50,647 of 230,024 in Fashion & Apparel for AI visibility
5.3
/10
AEO Score
About Muddy Puddles Children's Waterproofs
from our crawl and measurement
"Muddy Puddles offers a fantastic range of children's waterproofs and outdoor clothing for you to choose from. Browse our full collection of children's rainwear and buy online today." That is how Muddy Puddles Children's Waterproofs of London, England introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, ImageObject, WebSite), 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
6
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
3
Established authority for your domain.
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 5.3/10, Muddy Puddles Children's Waterproofs has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Muddy Puddles Children's Waterproofs
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/muddypuddles
Cite this score: Engagemii (2026). "AEO Score for Muddy Puddles Children's Waterproofs." Retrieved from https://engagemii.com/aeo/brands/muddypuddles
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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