AI Visibility Scorecard
Robin des Droits
robindesdroits.com · Legal
Somewhat visible. AI bots can read Robin des Droits, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#115,226 of 388,487 in Legal for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Robin des Droits
from our crawl and measurement
"Service d'assistance administrative pour contester les Forfaits Post-Stationnement (FPS) en France." That is how Robin des Droits of Nantes introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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 5.1/10, Robin des Droits has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Qu'est-ce qu'un FPS et pourquoi le contester ?
Le forfait post-stationnement(FPS) est la sanction appliquée en France quand le stationnement payant n'est pas réglé ou que le temps est dépassé. Son montant varie de 17 € à 225 € selon les villes. En 2024, plus de 44 000 FPS ont été émis par jour en France: plus que les PV radars. La loi vous permet de le contester gratuitement par un RAPO(recours administratif préalable obligatoire) dans un délai d'un mois (art.
Votre véhicule a été emporté en fourrière ?
Quand un véhicule est mis en fourrière, vous disposez d'un délai court pour le récupérer : 10 jours avant destruction ou 15 jours avant remise aux Domaines.Adresse, tarifs, documents à fournir et procédure varient selon la ville.
Is this your brand?
The exact fixes for Robin des Droits
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/robindesdroits
Cite this score: Engagemii (2026). "AEO Score for Robin des Droits." Retrieved from https://engagemii.com/aeo/brands/robindesdroits
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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