When am I charged, and when is it confirmed?

It depends on how the guide set up the tour, and the tour page tells you which it is.

Instant book means your place is confirmed as soon as you pay.

Request to book means the guide reads your request first. Nothing is charged until they accept, and if they do not answer within 48 hours the request expires on its own and you are charged nothing.