You have answered your own question, but to paraphrase -- dealers have 0 incentive to stock spare parts for vehicles that hardly sell. It is up to you if you want to risk it.

That is also why you can find Innova parts and accessories everywhere.

For a growing family, there is a reason why the innova is everywhere, Toyota price premium or not.