Share of inbound guest messages an AI concierge handles without human escalation.
Deflection rate measures the percentage of guest messages an AI concierge resolves autonomously (no human handover). It is the most useful efficiency KPI for AI-concierge deployments. A reasonable target for an independent hotel is 60-75% by month three; below 40% in month three usually means the knowledge base has not been expanded past vendor defaults.
More: AI concierge guide: realistic deflection ramp
See also: AI Concierge , Knowledge Base
A reservation made directly with the hotel rather than through an OTA.
Direct bookings come from a property's own channels (direct website, phone, email, walk-in) rather than from an OTA marketplace. Direct bookings carry no OTA commission and capture the full guest profile, which feeds loyalty, post-stay marketing, and CRM segmentation. Most independents target a healthy direct-to-OTA mix rather than a pure direct strategy because OTAs still drive incremental demand.
More: Direct-booking strategies that reduce OTA fees
See also: OTA , Booking Engine
Automatic rate adjustment based on demand, competition, and forecast.
Dynamic pricing is the practice of adjusting room rates in response to changing demand signals (events, competitor pricing, lead time, forecast occupancy). Software-driven dynamic pricing handles this without manual intervention; rule-based pricing handles it with operator-defined thresholds. RoomRaccoon's native dynamic pricing engine and standalone tools like Beyond and Wheelhouse are the common shapes operators encounter.
More: Revenue management & dynamic pricing
See also: ADR , RevPAR