If you're concerned, I'm sure the drivers would be understanding if you took a towel to sit on. Personally, I feel like my clothing is sufficient protection against any (unlikely) contamination of the upholstery. I would insist that the driver wear a face covering and would keep my window partially open. I'd also wear gloves or sanitize my hands after being dropped off.
I totally understand not wanting to trouble your neighbors.
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