You're exactly right. It's just a band that goes around the belly, like a belt would. What they're describing sounds more like a diaper that females would use.
Just FYI, I was in the market for belly bands last week and my local store wanted $24 for one.

You can order excellent ones from YT members or online for MUCH less.
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