The AI funnel is broken where bookings actually happen

Why hotels must focus on the consideration phase to convert AI-driven demand into revenue

AI is already reshaping how travelers discover hotels, accelerating the early stages of the booking journey through conversational search and curated recommendations. Yet, despite this shift, hotels are not seeing a meaningful impact on bookings or channel mix. The reason lies in a critical gap: AI performs well in discovery but struggles in the consideration phase, where travelers require precise, reliable information before making a decision. Until this gap is addressed, demand will continue to flow back to OTAs and traditional booking paths.

Key takeaways

• AI is changing the top of the funnel: Travelers increasingly use AI assistants to explore hotel options, compressing the discovery phase into faster, more guided interactions.
• The booking journey remains the same: Guests still move from discovery to consideration to transaction, meaning conversion depends on performance in the middle of the funnel.
• Consideration is where hotels win or lose: This phase requires detailed, accurate, and trustworthy information—something AI currently struggles to deliver consistently.
• Lack of trust redirects demand: When AI cannot confirm specifics like availability, amenities, or policies, travelers revert to OTAs and metasearch platforms to validate information.
• Structured data becomes a competitive advantage: Hotels that provide clean, real-time, and standardized data (rates, inventory, attributes) are better positioned to be selected, not just seen.
• New infrastructure is emerging: Protocols like Model Context Protocol (MCP) allow hotels to expose their data directly to AI assistants, preparing for future booking flows.
• Visibility is no longer enough: In AI-driven environments, hotels must be verifiable and machine-readable to be included in high-intent recommendations.
• Adoption will define winners: Hotels that invest early in structured data and AI-ready infrastructure will be better positioned as assistants move deeper into the booking funnel.

Source: mirai

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