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BrandsQ-ctrl

How AI describes Q-ctrl

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

Q-ctrl logoQ-ctrlq-ctrl.com

Q-CTRL builds AI-powered infrastructure software that bridges classical and quantum computing to make quantum technology practical and reliable. Its products cover quantum computing and quantum navigation (PNT), delivering mission-ready, defense-grade tools and integrations to enable real-world quantum applications. Through advanced research in quantum control, the company aims to improve hardware stability and performance, pursuing true quantum advantage in navigation and computing.

Products and subbrands
  • Q-CTRL Boulder Opal
  • Q-CTRL Fire Opal

Parse Score

49.8

#7 of 29 in Quantum Computing & Analytics Products

Strength17
Reach38
Authority20

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Words AI uses

AI reaches for ai-driven · self-tuning · fully automated when it describes Q-ctrl.

Sources

q-ctrl.com shapes more of what AI says about Q-ctrl than any other source, at 33% of its citations.

youtube.com · computer.org · developer.nvidia.com · kaggle.com

AI questions where Q-ctrl appears

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The market map

Quantum Computing & Analytics Products →
5%10%20%50%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →IBMQ-ctrlNVIDIAPennyLaneClassiqQuantinuumGoogle Gemini APIIonQAmazonRigettiQrispMicrosoftCirqIQM

Where AI ranks Q-ctrl

Quantum Computing & Analytics Products#7

  • Excerpts where Q-ctrl appeared in the AI's answer

    Google AI Mode · excerpt
    Q-CTRL (Fire Opal) : An enterprise platform specializing in infrastructure software and AI-driven hardware optimization.
    Google AI Mode · excerpt
    Q-CTRL Performance Management Tools : Q-CTRL provides specialized infrastructure utilizing physics-grounded AI and GPU acceleration