AI Visibility Scorecard
Open MES
getopenmes.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Open MES, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude
#81,673 of 268,060 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
0
AI Adoption
iNone detected · 0/100
About Open MES
from our crawl and measurement
OpenMES Free Open Source Manufacturing Execution System is a business whose own site puts it this way: "Medical device component manufacturer achieved full audit traceability in 4 minutes using OpenMES. Healthcare manufacturing MES case study with FDA compliance tracking." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 5.1/10, Open MES has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is OpenMES?
OpenMES is a free, open-source Manufacturing Execution System (MES) designed to optimize and automate production processes in manufacturing companies. It connects the shop floor with business systems like ERP and SCADA — providing real-time production monitoring, data-driven decision-making, and complete traceability across every production line.
Why Choose OpenMES?
Six reasons OpenMES is the right backbone for a modern production floor. MOD.01 [1/6] Real-Time Monitoring Track production metrics, equipment status, and performance indicators in real-time. Make data-driven decisions with instant visibility into your manufacturing operations. MOD.02 [2/6] 100% Open Source Free forever with full source code access. No vendor lock-in, no licensing fees.
Is this your brand?
The exact fixes for Open MES
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Open MES.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getopenmes
Cite this score: Engagemii (2026). "AEO Score for Open MES." Retrieved from https://engagemii.com/aeo/brands/getopenmes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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