AI Visibility Scorecard
Auto Assur
leadautoassur.com · Automotive
Somewhat visible. AI bots can read Auto Assur, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#90,742 of 365,655 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Auto Assur
from our crawl and measurement
Auto Assur describes itself simply: "Comparez les assurances auto au Luxembourg en 2 minutes. LALUX, Foyer, AXA, Baloise, comparateur indépendant et gratuit. Devis personnalisé." 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.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
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 5.1/10, Auto Assur has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Quelles garanties pour chaque assureur ?
Comparaison objective basée sur la documentation publique des 4 assureurs luxembourgeois.
Quel est le prix d’une assurance auto au Luxembourg ?
Les primes varient selon trois critères principaux : votre degré de bonus-malus, la valeur de votre véhicule et la formule choisie. Sans bonus ni malus, une assurance démarre généralement entre 35€ et 50€/mois pour une RC, et peut dépasser 100€/mois pour une Casco complète.
RC, Mini-Casco, Casco : quelles différences ?
RC (au tiers) — Minimum légal. Couvre les dommages causés aux tiers uniquement. Mini-Casco — Tiers étendu : ajoute vol, incendie, bris de glace, catastrophes naturelles. Casco (tous risques) — Couverture maximale. Dommages à votre véhicule même en cas d’accident responsable.
Comment fonctionne le bonus-malus au Luxembourg ?
Le Luxembourg est le seul pays européen à appliquer deux systèmes de bonus-malus distincts : Bonus-malus RC — Barème de -3 à +22. Chaque année sans accident : -1 degré. Chaque accident responsable : +3 degrés. Bonus-malus Dégâts Matériels — Fixé librement par chaque assureur selon les dommages à votre propre véhicule.
Prêt à trouver la meilleure assurance auto ?
Comparez gratuitement les 4 assureurs luxembourgeois. Service indépendant, sans engagement.
Is this your brand?
The exact fixes for Auto Assur
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 Auto Assur.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leadautoassur
Cite this score: Engagemii (2026). "AEO Score for Auto Assur." Retrieved from https://engagemii.com/aeo/brands/leadautoassur
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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