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AI Visibility Scorecard
inray Industriesoftware GmbH
manubes.de · Technology
Somewhat visible. AI bots can read inray Industriesoftware GmbH, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#258,085 of 2,623,574 in Technology for AI visibility
5.9
/10
AEO Score
About inray Industriesoftware GmbH
from our crawl and measurement
manubes describes itself simply: "Verwalten Sie Produktionsdaten auf einer zentralen Plattform und erstellen Sie eigene Dashboards, Workflows und Applikationen." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (Organization, WebSite, ImageObject) and a readable heading structure and substantial page content, but the score is capped by what is missing: an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
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
2
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.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
4
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.
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, inray Industriesoftware GmbH has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for inray Industriesoftware GmbH
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/manubes-de
Cite this score: Engagemii (2026). "AEO Score for inray Industriesoftware GmbH." Retrieved from https://engagemii.com/aeo/brands/manubes-de
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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