OpenBnB .

The Challenge

The existing booking flow was a funnel of filters. We replaced it with a conversational, AI-assisted search that learns preferences and adapts results in real-time — a fundamentally different interaction model that needed to feel natural, not gimmicky.

The Outcome

Shipped a production-ready AI search experience and host dashboard. The conversational interface reduced average search-to-book time significantly and became the product's core differentiator.