AI Visibility Scorecard
Lily Patch Boutique
lilypatchboutique.com · Fashion & Apparel
Borderline visible. AI bots can crawl Lily Patch Boutique, 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 4 times
ChatGPT · Claude · Meta AI
#82,215 of 245,950 in Fashion & Apparel for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
About Lily Patch Boutique
from our crawl and measurement
"Modern re-useable cup cozies, can cozies, bags, paperless paper towels, paperless napkins, cloth napkins, cloth paper towels." That is how Lily Patch Boutique introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 4.9/10, Lily Patch Boutique is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lily Patch Boutique
Which AI engines already crawl 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.
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Lily Patch Boutique lists 182 products, 178 in stock, priced 15.00 to 50.00.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lilypatchboutique
Cite this score: Engagemii (2026). "AEO Score for Lily Patch Boutique." Retrieved from https://engagemii.com/aeo/brands/lilypatchboutique
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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