Abstract: The techniques herein are directed generally to a hospitality connection platform that connects travel consumers with resorts, hotels, vacation rentals, and destinations in a collaborative manner to create a dream booking and travel experience. In one embodiment, a device of a hospitality connection service maintains a traveler profile for a user that comprises travel preferences and travel history data for that user. The device predicts, based on the traveler profile, trip parameters for a recommended trip for the user and an associated likelihood of the user booking the recommended trip. The device obtains bids from a plurality of systems associated with potential destinations for the recommended trip for the user, in part by sending the trip parameters and the associated likelihood to the plurality of systems. The device provides one or more of the bids from the plurality of systems associated with the potential destinations for display to the user.