In the near term, the biggest opportunities AI provides for driving direct revenue revolve around creating richer, more personalized experiences at each stage of the guest journey. Hotel marketers can use AI to better segment potential guests based on behaviors and deliver content and offers — at scale — that match those segments' intent. Increasingly, you can let the AI select and orchestrate campaign messages, images, and offers that align with the needs of potential guests, and drive conversion. Similarly, these tools can provide intelligent rate displays and offer attractive upsell opportunities to guests to improve the revenue you achieve during each stay. Real-time guest service during the booking process, including chat, can help improve that experience and increase conversion rate.