The client was facing several challenges associated with customer preferences. It was challenging to precisely understand what the customers were looking for according to their personal preferences, such as budget range, property type, best recommendations, guest ratings, star ratings, payment types, neighborhood, popular locations, meals plan, amenities, accessibility, and other essential filters.