#19,383 OF 261,270 IN MANUFACTURING & INDUSTRIAL
SCORE HISTORY BEGINS 2026-07-31
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AI Visibility Scorecard
Ceramizer® preparations and additives for the regeneration of the engine, gearbox and friction mechanisms
ceramizer.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Ceramizer® preparations and additives for the regeneration of the engine, gearbox and friction mechanisms, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#19,383 of 261,270 in Manufacturing & Industrial for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Ceramizer® preparations and additives for the regeneration of the engine, gearbox and friction mechanisms
from our crawl and measurement
Ceramizer is a business whose own site puts it this way: "Ceramizer® are additives to oil, engine, gearbox - preparations that allow to regenerate friction mechanisms. Hundreds of opinions, 26 years on the market. Meet us." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.9/10, Ceramizer® preparations and additives for the regeneration of the engine, gearbox and friction mechanisms has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ceramizer® preparations and additives for the regeneration of the engine, gearbox and friction mechanisms
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ceramizer
Cite this score: Engagemii (2026). "AEO Score for Ceramizer® preparations and additives for the regeneration of the engine, gearbox and friction mechanisms." Retrieved from https://engagemii.com/aeo/brands/ceramizer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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