Gas giant composition

Hello! I had a question about the composition of gas giants, Jupiter for example. Obviously, the deeper you go into one, the denser it gets. My question is, is there a point as you descend that you actually hit a measurable meniscus of fluid, similar to hitting an ocean on Earth, or does it gradually get denser where it seems gaseous, and just gets thicker and more fluid as you descend?