I feel that the scenario is no longer speculative. It is, if anything, the natural extension of where reputation systems are already heading. It is easy to imagine Tripadvisor, Google or any major OTA replacing the old free text box with a short sequence of micro prompts delivered immediately after checkout, when the memory of the stay still retains a degree of clarity.

Imagine this: a guest leaves the hotel, the phone vibrates, and a short questionnaire appears. What worked during the stay, how the night went, whether the staff felt welcoming, and whether the place deserves a future visit. The guest replies, offering only a few words. The LLM absorbs these fragments and turns them into a complete review that matches the platform's expected tone and structure.

The result is a constant flow of synthetic narratives. Volume increases, style becomes more consistent, outliers fade, and moderation becomes easier. Platforms gain cleaner data and a higher review count. Guests experience a process that consumes almost no time. Reputation begins to operate as an automated pipeline in which the human contribution is minimal, and the model handles everything else.

The real question is: are we prepared to inhabit an environment in which reviews are written by AI, moderated by AI, and ultimately evaluated by other AIs that guide ranking and recommendations throughout the travel ecosystem?

Muhammad  Tanveer
Muhammad Tanveer
Author - The Sales Leadership Brief (Linkedin Newsletter)
Ira  Vouk
Ira Vouk
Hospitality Technology and Revenue Management consultant
Erik Muñoz
Erik Muñoz
Head of Partnerships, SuitePad
Mark Fancourt
Mark Fancourt
Co Founder & Principal Consultant, TRAVHOTECH
Stephanie Sparks Smith
Stephanie Sparks Smith
CEO & Digital Matriarch, Cogwheel Marketing
Linchi Kwok
Linchi Kwok
Professor at The Collins College of Hospitality Management, Cal Poly Pomona
Max Starkov
Max Starkov
Hospitality & travel technologist and digital strategist
Simone Puorto
Simone Puorto
Head of Emerging Trends and Strategic Innovation, Hospitality Net
Scott LoRusso
Scott LoRusso
VP of Product Management, Cendyn
George Roukas
George Roukas
Partner at Hudson Crossing
Larry Mogelonsky
Larry Mogelonsky
Partner at Hotel Mogel Consulting Ltd.

Imagine: a guest checks into your property and, upon completing their journey, devotes some of their precious time to providing critical feedback on your operations/product. And now, imagine that you (as the recipient of this one-on-one data) no longer take the time to respond, leaving the matter to a chatbot or some other digital messenger. What does that say about your guest relationship? Is that hospitality? If that is your approach, to let the bots take over, then you may be in the wrong business.

Jason Bryant
Jason Bryant
Vice President Strategic Growth Initiative, Oracle Hospitality