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BrandsUnited Manufacturing Hub

How AI describes United Manufacturing Hub

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

United Manufacturing Hub logoUnited Manufacturing Hubumh.app

UMH is an AI data platform for manufacturing that standardizes industrial data across sites and systems. It provides an open-source, end-to-end data foundation to reduce costs, accelerate execution, and improve operational performance.

Parse Score

43.1

#42 of 197 in Industrial OT/ICS Security Platforms

Strength7/ 100
Reach29/ 100
Authority19/ 100

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Sources

umh.app shapes more of what AI says about United Manufacturing Hub than any other source, at 25% of its citations.

parse.gl · dataforest.ai · dxoneerp.com · hicronsoftware.com

AI questions where United Manufacturing Hub appears

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The market map

Industrial OT/ICS Security Platforms →
1%2%5%10%20%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →DragosClarotyNozomi NetworksFortinetTenableCiscoPalo Alto NetworksHoneywell HomeIndustrial Defen…ForescoutArmisTXOne NetworksMicrosoftSiemensUnited Manufactu…

Where AI ranks United Manufacturing Hub

Industrial OT/ICS Security Platforms#42

  • Excerpts where United Manufacturing Hub appeared in the AI's answer

    Google AI Mode · excerpt
    United Manufacturing Hub: An industrial DevOps platform that uses MQTT and containerization to standardize legacy machine data into a common data model.
    Google AI Mode · excerpt
    United Manufacturing Hub: Specifically designed to create a "unified layer" over existing IT/OT infrastructure