7.1.5 the placement and ranking of listings in search results on the airbnb platform may vary and depend on a variety of factors , such as guest search parameters and preferences , host requirements , price and calendar availability , number and quality of images , customer service and cancellation history , reviews and ratings , type of host service , and/or ease of booking .