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AI Visibility Scorecard
Eclipse Automation
www.eclipseautomation.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Eclipse Automation, 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
#93,540 of 222,726 in Manufacturing & Industrial for AI visibility
4.9
/10
AEO Score
About Eclipse Automation
from our crawl and measurement
Eclipse Automation, based in Cambridge, ON, describes itself simply: "We are an factory automation company that builds reliable, and intelligent systems for manufacturers of all sizes, delivering turnkey automation and solutions that work." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
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
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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 4.9/10, Eclipse Automation is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Eclipse Automation
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Eclipse Automation.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-eclipseautomation
Cite this score: Engagemii (2026). "AEO Score for Eclipse Automation." Retrieved from https://engagemii.com/aeo/brands/www-eclipseautomation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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