Okay to hide table caption?

Hi all,

What are your thoughts on visually hiding table caption on a webpage but keep it available for the screen reader? The reason we are exploring this option is because some of our clients find table captions “visually unattractive.” In most cases, the surrounding content gives the user enough context to understand the table's data and I was wondering if hiding it for sighted users would be okay.

Thanks,
Nimisha