#447,985 OF 728,885 IN E-COMMERCE
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AI Visibility Scorecard
léa & nicolas
leanicolas.com · E-commerce
Borderline visible. AI bots can crawl léa & nicolas, 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
Claude
#447,985 of 728,885 in E-commerce for AI visibility
4
AEO Visibility
iBorderline · 4/10
25
Muse Index Score
iAI agent readiness
Agent-ready · 25/100
0
AI Adoption
iNone detected · 0/100
About léa & nicolas
from our crawl and measurement
léa & nicolas is a business whose own site puts it this way: "Ceramicists Léa Behr and Nicolas Hoang handcraft red stoneware tableware and objects in Quebec, Canada. Explore handmade mugs, teapots, vases, and sculptural tableware." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
1
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 4/10, léa & nicolas is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for léa & nicolas
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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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leanicolas
Cite this score: Engagemii (2026). "AEO Score for léa & nicolas." Retrieved from https://engagemii.com/aeo/brands/leanicolas
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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