The blockchain is the solution to a specific problem Bitcoin has, so when people and businesses were saying "we like blockchain but not Bitcoin", it just didn't make any sense.
The problem is how to be able to synchronize an ever-growing database across an unlimited number of peers, and the answer is "through chunks we call blocks".