AI Visibility Scorecard
REFRAIN
lerefrain.com · Media & Entertainment
Somewhat visible. AI bots can read REFRAIN, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Meta AI · Claude · Apple Intelligence
#101,671 of 1,965,638 in Media & Entertainment for AI visibility
6
AEO Visibility
iVisible · 6.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About REFRAIN
from our crawl and measurement
"Une voix commune qui porte les aspirations des festivals régionaux artistiques indépendants pour démontrer que leur apport est essentiel à la vitalité et à la croissance du Québec." That is how REFRAIN introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Strong
Recognized in AI knowledge graphs.
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 6.1/10, REFRAIN has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Le Refrain, c’est quoi?
Une voix commune qui porte les aspirations des festivals régionaux artistiques indépendants pour démontrer que leur apport est essentiel à la vitalité et à la croissance du Québec.
Is this your brand?
The exact fixes for REFRAIN
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lerefrain
Cite this score: Engagemii (2026). "AEO Score for REFRAIN." Retrieved from https://engagemii.com/aeo/brands/lerefrain
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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