notitur.com October 2, 2026
Artificial Intelligence1 min read

AI loses 70% of customers because it forgets who they are

JSBy Joan SanzCurated by Joan Sanz. · October 2, 2026 · Follow on LinkedIn
Voice reading · ~2 min

Twilio has put a number on something many of us in the industry suspected: 70% of consumers abandon an AI interaction when the system loses the thread of the conversation, according to the data pulled together by Hospitality Net. The diagnosis points at what we keep seeing in booking assistant pilots: the engine answers fine, but forgets the guest already said they travel with a dog or asked for a crib. What is being floated as the fix is a guest memory layer, something a PMS or CRM already holds and that now needs proper wiring.

Meanwhile, Cushman & Wakefield drops a revenue manager's kind of figure: Milan closes with GOPPAR 34.2% higher on Winter Olympics demand, with February RevPAR growing more than two and a half times. Same old reminder: the calendar rules, and whoever holds inventory in the right city when an event lands feels it where it counts.

There is a third thread in the same report, what tech vendors actually want from hotel clients. I read it as a warning. If you are buying AI, do not ask for magic, ask for clean data flowing out of your systems and someone in-house able to make decisions. No vendor will fix that part from the outside.

Quick questions

Why do people abandon AI chats in travel?
According to Twilio data reported by Hospitality Net, 70% of consumers drop an AI interaction when it loses the thread of what was said before. The failure is not in the answer, it is in the memory.
What is a guest memory layer?
It is a system that stores and shares what the customer already told you, such as travelling with kids or past bookings. The point is that AI stops asking the same thing every time a conversation resumes.
How much does Milan GOPPAR rise on the Winter Olympics?
Cushman & Wakefield puts Milan GOPPAR 34.2% higher, with February RevPAR growing more than two and a half times. The event lifts demand and rates across the whole city.
What do tech vendors want from hotels?
The report points to vendors wanting clients with tidy data and an internal decision maker. Without that, even the best AI tool never gets off the ground.
Is AI worth buying if my data is messy?
No, or at least not like that. If your guest data is incomplete or duplicated, the AI will lose context just like anything else. Tidy the data first, then buy the tool.

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