How can I inquire on estimated pricing for a celebrity appearance at a nonprofit event?

You will want to provide the details about your event to the agent including date of event, venue + city, expected attendance, and the type of event that it is, and what you are expecting the celebrity to do. Provide this information in an initial email, and ask if you can get an estimated booking price. They will either provide you one or ask you to just submit an offer