I've had the experience where they didn't honor the reservation when I was more than 2.5 hours late, even with a credit card on file. Definitely contact them one way or another.
You can also email them. Just include your reservation number. But for a delay in pickup, there should be no need to inform them, especially if you've reserved with a credit card. It's returns that should be made on time to avoid fees
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