An Airbnb revenue forecast is a month-by-month projection of occupancy, ADR and revenue for one property, set beside comparable listings. Buyers use it to test a purchase, operators use it to check an arbitrage lease, and hosts use it to set targets for a live listing.
What I plan around in Cairns: Great Barrier Reef and Daintree tourism; Southern-hemisphere winter escape; International inbound from Asia; Port Douglas Carnivale. Guests I price for: Domestic and international families and couples on 4 to 7 night stays. Where I start: Dry-season premiums, wet-season floors, and reef-tour package positioning.
For Cairns hosts I configure PriceLabs or Wheelhouse with dry-season bands, wet-season floors, school holiday premiums from the southern states and minimum stays that match reef-trip lengths, so your Airbnb and Stayz calendars follow the real tropical cycle instead of a southern summer calendar that does not fit here.
The service in general is described on my airbnb revenue forecast page; this page covers how I apply it in Cairns.