The billboard effect on Expedia refers to the phenomenon where a hotel’s listing on Expedia and other Online Travel Agencies (OTAs) increases direct bookings on the hotel’s website. Travelers often discover hotels while browsing Expedia, then visit the hotel’s website to learn more or book directly.