AI Visibility Scorecard
Katana Shift
katanashift.com · Home & Living
Borderline visible. AI bots can crawl Katana Shift, 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
#500,299 of 1,375,046 in Home & Living for AI visibility
33
AI Naming Predictability
iSometimes named · 33/100
5
AEO Visibility
iBorderline · 4.9/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Katana Shift
from our crawl and measurement
"Inspiré du katana japonais, ce levier de vitesse transforme chaque passage de rapport en un geste précis et affirmé.Un design unique, une prise en main confortable et une installation." That is how Katana Shift introduces itself. 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, WebSite, Product), an llms.txt file for AI models 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
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 4.9/10, Katana Shift is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Le levier de vitesse katana est-il compatible avec ma voiture ?
Oui, le levier est compatible avec la majorité des boîtes manuelles. Des adaptateurs sont fournis pour s’adapter aux pas de vis les plus courants. En cas de doute, notre équipe reste disponible pour vous conseiller. check_box
L’installation est-elle compliquée ?
Non. L’installation est simple et rapide, sans modification du véhicule. Il suffit de retirer le pommeau d’origine et de visser le levier katana à la place. check_box
Est-ce légal d’utiliser un levier de vitesse katana ?
Oui, le levier est autorisé à l’usage tant qu’il ne gêne pas la conduite et reste correctement fixé. Il s’agit d’un élément de personnalisation intérieure. check_box
Puis-je retourner le produit s’il ne me convient pas ?
Oui, vous disposez d’un délai de 14 jours après reception. check_box
Comment vous contacter en cas de question ?
Vous pouvez nous contacter via le formulaire de contact. Nous vous répondons dans les meilleurs délais.
Is this your brand?
The exact fixes for Katana Shift
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 Katana Shift.
Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/katanashift
Cite this score: Engagemii (2026). "AEO Score for Katana Shift." Retrieved from https://engagemii.com/aeo/brands/katanashift
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform