I'm not sure why you say the second phone needs to be off, I always have both phones on and both stay paired, I can see 2 phones listed in the communication square in the home screen.
As I was saying, you would swap CarPlay in the Manage my devices section, but that's a lot more steps than it should be to be "easy"
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