AI Visibility Scorecard
CDSLAB
cdslabpro.fr · Media & Entertainment
Borderline visible. AI bots can crawl CDSLAB, 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
#1,412,925 of 1,965,124 in Media & Entertainment for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About CDSLAB
from our crawl and measurement
CDS LAB describes itself simply: "CDSLAB, est fabriquant français de E-liquides, basé à Marmande (47). MIX’UP XXL, (LFR) Les Fumeurs Repentis, French Cancan, King Salt, Funny Juices, Fucking Juices, (LJDCP) Les Jus du Chat." When AI engines look at it, they find little to work with. It scores 3.9 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.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.9/10, CDSLAB is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Qui sommes-nous ?
Au service de ses clients depuis 2014, CDSLAB s’est créé une notoriété autour du respect de la qualité de ses e-liquides grâce à un cahier des charges strict. La richesse de ses gammes complètes, équilibrées et travaillées avec soin a su séduire des milliers de vapoteurs à travers la France, assurant à ses partenaires professionnels une confiance accrue et régulière de la part de leurs clients.
Is this your brand?
The exact fixes for CDSLAB
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CDSLAB.
Source & Attribution
Scored by Engagemii on September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdslabpro-fr
Cite this score: Engagemii (2026). "AEO Score for CDSLAB." Retrieved from https://engagemii.com/aeo/brands/cdslabpro-fr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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