I have a few questions about this:
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Have you confirmed that Windows recognizes your controller? Does it work with other games outside Itch.io?
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Are you sure the game you are trying to run supports controllers?
I’m able to use a PS4 controller, by plugging it in, and it just works. I haven’t tried with bluetooth. Although I’ve tried that on Linux, so not sure how different Windows is.