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AI Visibility Scorecard
vNode
vnodeautomation.com · Technology
Somewhat visible. AI bots can read vNode, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#319,855 of 2,808,083 in Technology for AI visibility
5.9
/10
AEO Score
About vNode
from our crawl and measurement
vNode describes itself simply: "vNode is an Industrial IoT Gateway that helps you integrate it with SCADA systems, IoT Solutions, Internet of Things Platforms, and in general any software solutions used in...." 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.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
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
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
8
Inbound links from other sites.
Domain Trust
1
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, vNode has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for vNode
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for vNode.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vnodeautomation
Cite this score: Engagemii (2026). "AEO Score for vNode." Retrieved from https://engagemii.com/aeo/brands/vnodeautomation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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