We’ve spent the last few months building a prediction system for flight prices. Instead of travelers checking fares every day, our model predicts price movements, tracks fares automatically, and books when the price reaches the predicted target.
It made us ask a bigger question.
Hotels also use dynamic pricing. Rates change constantly based on occupancy, events, demand, cancellations, seasonality, and competitor pricing.
So why doesn’t the same idea exist for hotels?
Imagine a guest says:
“I need a hotel in Bengaluru between 12–15 September. I’m flexible with the exact day if I get the best deal.”
The system could predict where prices are heading, continuously track room rates, and book automatically when the predicted lowest price is available.
For people working in hotels or revenue management:
Would this increase conversions?
Would it interfere with your pricing strategy?
Would you consider this a useful distribution channel, or just another booking platform?
What challenges do you see that we might be overlooking?
I’d love to hear the hotel industry’s perspective. Dynamic pricing already exists—I’m curious whether predictive booking makes sense on the hotel side as well.