Agoda's new bot picks which of your rooms the guest books
The chat assistant it launched this week reads your rate plans, asks the traveler what she wants, and names a Best pick by criteria nobody has published
by Markus Busch
You built the grid. Advance purchase and flexible, room-only and breakfast-inclusive, the member rate, the one with the balcony. A dozen lines on a Tuesday, and every fence in there because somebody sat down and decided it should be. It is also the last screen on an OTA where your own work still does the talking.
What shipped. Agoda has put a chat assistant on the room-selection page of its app, announced August 13. The traveler taps a banner — need help choosing a room? — tells it what she is after, and it recommends from your list. It marks one option Best pick. "Choosing a hotel is only part of the booking decision," said Idan Zalzberg, Agoda's chief technology officer.
A machine choosing rooms already has a track record. Expedia has run machine-learning room recommendations alongside its unbundled attribute-based shopping since 2023, and it published the effect: a 4.1 percent shift to more premium rooms and rates. That is Expedia's own number, from its own materials, and it is three years old — read it as the company's account rather than an audited one. It still answers the question the press release doesn't. Put a machine between the traveler and the rate plans and the mix moves. Agoda has added a conversation on top.
Read Agoda's description of the problem. Room options, it says, vary by "occupancy, cancellation terms, meal inclusions, and price." Read that line as a hotelier. That is your rate structure, described as friction to be cleared. And the bot sits on the last screen before checkout, which is the screen where bookings are lost. Collapsing the fences into one recommendation is not a side effect of the tool. It is the tool.
The conversation stays on their screen. She types what she actually wants — free cancellation, breakfast, a floor away from the lift. Agoda keeps that sentence. You receive a room type code and a rate. The exchange that would have told you something about the guest happens on somebody else's page, and by the time the booking reaches you it has been flattened back into inventory. You priced the room. They learned the person.
What nobody has published. How Best pick is chosen. There is no criteria page, no partner documentation, and no adoption figure of any kind — no markets, no property count, no share of bookings. Every outlet carrying the launch this week is running the same wire, word for word. Nothing suggests the slot is for sale, either, and it would be wrong to hint otherwise. The true claim is narrower and it is enough: a new selection now sits inside your rate structure, and its rule is not visible to you.
So look at what the bot has to work with. A line reading Superior Twin gives it nothing to match. The balcony over the courtyard, the walk-in shower, the quiet side of the building — those are the words that answer a traveler's sentence, and most room descriptions sitting on the OTAs were written for a human skimming a grid.
Expedia's machine moved the mix toward premium rooms and rates. Nobody has said which way Agoda's moves yours.
Read also: You priced the room for thirty years; the guest is the new unit • Expedia shows you the price of moving up its results before you pay it
Enjoying this analysis? Hospitality.today delivers daily insights on hotel distribution, AI trends, and travel commerce — straight to your inbox. Subscribe for free at Hospitality.today →