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 Riyadh: Riyadh Season; LEAP and Future Investment Initiative; Formula E and Riyadh Comedy Festival; Business travel tied to Vision 2030 projects. Guests I price for: Domestic and GCC business travellers, event visitors and families, often booking 2 to 5 nights. Where I start: Event-calendar pricing, business midweek strategies, and licensed short-stay positioning under Ministry of Tourism rules.
I set up Gathern, Airbnb, Booking.com and Expedia so weekends, events and monthly stays work the same across channels. In PriceLabs or Wheelhouse I configure the Saudi weekend, Hijri holidays and event overrides for Riyadh Season, LEAP and FII, because the tools need local rules to price this city properly.
The service in general is described on my airbnb revenue forecast page; this page covers how I apply it in Riyadh.