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There is no blockchain in IPFS.

Oh okay, I was confusing it with this: https://en.wikipedia.org/wiki/ZeroNet

There's also no blockchain in ZeroNet.

Isn't Bitcoin a pretty integral part of ZeroNet though? (I haven't tried it out myself yet.)

No. The addresses used for the sites are compatible with bitcoin addresses, that's about it.