AI Visibility Scorecard
Vorwerk
hello-kobold.com · Other
Borderline visible. AI bots can crawl Vorwerk, 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
5
AEO Visibility
iBorderline · 4.9/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Vorwerk
from our crawl and measurement
Aspirateur Kobold: Expert de l'Entretien de la Maison is a business whose own site puts it this way: "Depuis plus de 140 ans, l'entreprise familiale allemande Vorwerk séduit le monde entier grâce à ses produits innovants et de haute qualité." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
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 4.9/10, Vorwerk is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Pourquoi choisir Kobold ?
Gagnez du temps sur votre ménageAspirez et lavez tous vos sols en un seul geste, avec une seule brosse.Haute performance de nettoyageTrois niveaux de puissance d’aspiration et une grande autonomie pour s’adapter à tous vos besoins.Pratique et maniableLéger, facile à ranger, et conçu pour un nettoyage efficace du sol au plafond.Prise en charge des allergiesCapture 99,9 % des poussières et allergènes, sans aucun.
Où nous rencontrer ?
Chez vous avec un conseillerOrganiser une démoEn boutiqueTrouver une boutique*Voir conditions avec un·e conseiller·ère ou dans l'une de nos boutiques. ** Par exemple, pour un crédit de 1074 €, sur 20 mois au TAEG fixe de 0% et au taux débiteur fixe de 0% vous remboursez 20 mensualités de 53,70€ soit un montant total dû de 1074 €. Un crédit vous engage et doit être remboursé.
Is this your brand?
The exact fixes for Vorwerk
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 Vorwerk.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hello-kobold
Cite this score: Engagemii (2026). "AEO Score for Vorwerk." Retrieved from https://engagemii.com/aeo/brands/hello-kobold
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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