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AI Visibility Scorecard
cleanfix.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Swiss manufacturer of cleaning machines, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#42,125 of 232,180 in Manufacturing & Industrial for AI visibility
5.5
/10
AEO Score
from our crawl and measurement
Swiss manufacturer of cleaning machines describes itself simply: "Discover Cleanfix cleaning machines, from powerful vacuum cleaners and innovative cleaning robots to efficient ride-on machines." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 5.5/10, Swiss manufacturer of cleaning machines has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Swiss manufacturer of cleaning machines
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cleanfix
Cite this score: Engagemii (2026). "AEO Score for Swiss manufacturer of cleaning machines." Retrieved from https://engagemii.com/aeo/brands/cleanfix
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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