Design a system that helps Airbnb guests traveling with children find listings that are genuinely suitable for families. The primary surface is the search results page when a guest enables the family-friendly filter. General Airbnb search ranking is out of scope.
The ML task is classification. Given a listing's amenities, description, guest reviews, booking-history patterns, host…