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If you pay for something dealing with the trip with the Chase Sapphire Reserve, then you get travel protection, so you can pay for almost anything like a hotel reservation or the like.
I specifically asked Chase about this pre-covid, but you can call them and confirm.
However, personally I would not depend on credit card travel insurance.
Go for actual travel insurance.
Consider it a cost of doing (travel) business.