AI Visibility Scorecard
ChoixEnsemble
choixensemble.com · Food & Beverage
Borderline visible. AI bots can crawl ChoixEnsemble, 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
#1,160,871 of 1,391,508 in Food & Beverage for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Food & Beverage average 12
Top 97% of Food & Beverage
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Food & Beverage average 18
See what's behind this score →0
About ChoixEnsemble
from our crawl and measurement
"자연과 함께 자란 재료만을 이용하여 건강하고 맛있는 식사를 위한 선택을 도와 드립니다. 식품첨가제 무첨가 제품을 소개하며, 일주일 식단표를 제공해 드리고 있습니다. 우리 함께 건강한 선택을 위한 choixensemble.com 입니다." That is how ChoixEnsemble introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
- Company ·
- ChoixEnsemble
- Website ·
- choixensemble.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 1, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 read your site and name it in answers. At 3.5/10, ChoixEnsemble is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ChoixEnsemble
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for ChoixEnsemble.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/choixensemble
Cite this score: Engagemii (2026). "AEO Score for ChoixEnsemble." Retrieved from https://engagemii.com/aeo/brands/choixensemble
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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