AI Visibility Scorecard
ContraDico
contradico.com · Other
Borderline visible. AI bots can crawl ContraDico, 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
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About ContraDico
from our crawl and measurement
"Le site qui t'apprend à questionner les idées reçues. Écologie, société, science: plonge dans la contraddiction !." That is how ContraDico N'aie plus peur de contredire introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
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 4/10, ContraDico is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
L'écologie aussi est polluante, et alors ?
Il y a plusieurs manière de voir l'écologie. Une passe par la compensation et une par la réduction.
Les arbres sont ils une solution contre le réchauffement climatique ?
Il n'est pas rare d'entendre que la solution aux problèmes de réchauffement climatique réside dans la plantation massive d'arbres.
Ecosia plus écologique que Google ?
Ecosia est un moteur de recherche qui plante des arbres à chaque fois que tu fais une recherche.
Ooho La bulle d’eau - vraie bonne idée ou coup marketing ?
Fort d’un concept hyper innovant, Ooho propose une solution à la réduction des déchets plastiques.
Is this your brand?
The exact fixes for ContraDico
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 ContraDico.
Source & Attribution
Scored by Engagemii on September 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/contradico
Cite this score: Engagemii (2026). "AEO Score for ContraDico." Retrieved from https://engagemii.com/aeo/brands/contradico
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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