Yes, the diaphragm is considered integral to the IAB. (Which is really stupid!) I had to replace mine on my 2007 BF 225 several years ago.
See part # 5 at:
https://www.boats.net/catalog/honda...-bagj-1400001-to-bagj-1499999/intake-manifold.
It's pricey at $470. Having said that, it is a common vacuum diaphragm, so with some diligent searching you may find a suitable substitute. Start searching Honda auto parts.
Meanwhile, I'll look through my spare parts box and see if I can find the old one I removed.
If you are interested, attached is a write up of the saga I went through on my IAB. Pictures are at the end.
BTW - where are you located?