Hotel Analytics

The short answer Measure AI visibility in four layers: presence (how often your hotel appears in AI answers for relevant travel prompts), accuracy (whether the facts cited are correct), positioning (how the AI describes you), and conversion (AI-referral traffic and bookings you can attribute in GA4 and your booking engine). Most hotels track none of these today — because, as Operto CEO Tim Major put it in Hotel Dive in late August 2026, “there’s no dashboard showing how often your hotel is being included in AI search or how it’s being described.” ...

AI visibility scoring has emerged as the critical metric determining hotel booking performance, with visibility scores below 0.020 rendering properties invisible to ChatGPT recommendations, while the travel industry’s benchmark data reveals that 55.3% of AI-generated travel suggestions currently cite OTA sources rather than direct hotel properties. This scoring gap creates a direct correlation between AI visibility performance and booking revenue, as hotels appearing consistently in AI recommendations capture disproportionate market share from the growing segment of AI-assisted travelers who demonstrate higher conversion rates and reduced price sensitivity. ...