There is a description of the channel coupling in the PDF below.
You need the AC coupling to cut off the DC component and only see the AC, i.e. the noise.
Did you think of this?
My mistake, I only wanted to upload pages 122-123
Maybe Dave's video can help you.
It's true that the video is about testing the noise of the DC power supply, but I think it can help you too.