What does dynamic pricing actually do?
It works out what each room should cost on each night, based on how much demand it expects — then recommends a price. Amiqa's own description: "Price recommendations based on forecasted demand and competitor trends."
The problem it solves is one every small hotel has. Big hotels employ a revenue manager whose whole job is deciding what to charge tomorrow, next weekend, and during the festival in March. You do not have one, so your prices probably move twice a year, if that.
Every night you sell too cheap is money you will never get back — the room was going to be sold anyway. Every night you price too high is an empty room, and an empty room earns nothing at all.
The model looks at your own booking history, the season and day of week, local holidays, the weather, and what comparable hotels nearby are charging. Then it tells you where your price is wrong, in either direction.