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How AI describes ControlNet

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

ControlNet logoControlNetgithub.com

Parse Score

57.1

#45 of 116 in AI Video Creation and Dubbing

Strength37
Reach43
Authority41
Brand context
Hosted on GitHub

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Sources

arxiv.org shapes more of what AI says about ControlNet than any other source, at 15% of its citations.

getstream.io · atlascloud.ai · dl.acm.org · facebook.com

AI questions where ControlNet appears

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The market map

AI Video Creation and Dubbing →
2%5%10%20%50%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →HeyGenSynthesiaRask AIRunwayColossyanLipDub AIOpenAIPerso AIVozo AIDublyKling AID-IDElaiAdobeControlNet

Where AI ranks ControlNet

AI Video Creation and Dubbing#45
  • Video motion consistency#8
#84

  • Excerpts where ControlNet appeared in the AI's answer

    Google AI Mode · excerpt
    ControlNet: Using ControlNet (specifically OpenPose or Canny) ensures that the structure of the subject remains consistent, preventing "object drift".
    Google AI Mode · excerpt
    ControlNet: Provides strict structural control (like poses or edge maps) across frames to keep subjects stable.