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 Maui: Winter escape travel from the mainland and Canada; Humpback whale season; Road to Hana and Haleakala; Wedding and honeymoon travel. Guests I price for: Couples and families on 5 to 10 night condo and villa stays. Where I start: Weekly discount ladders, holiday premiums, and compliance with Maui County's short-term rental zoning.
For Maui hosts I set up PriceLabs or Wheelhouse with weekly discount ladders, holiday and whale-season bands, fixed changeover days over Christmas, and a monthly profile ready for units that must shift away from short stays, all calibrated against comparable units in the same resort.
The service in general is described on my airbnb revenue forecast page; this page covers how I apply it in Maui.