I've noticed this a couple of times and have a current reservation with the Conrad in London with the same situation.
Question - my partner is actually going to be checking in on this reservation and I'd like to make sure they charge my card and not his. Do you know if they don't charge the pre-paid until check-in, will they still charge the card used for the reservation? Versus the card at check-in for incidentals?