Search wide, book narrow
Use aggregators to find the shape of the trip and the price range, then book direct when the direct rate matches. Refundable rates are worth a small premium early in planning.
Protecting a prepaid trip
Insurance makes sense for prepaid, non-refundable, or international travel and rarely for a refundable weekend nearby.
