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 Dubai: New Year's Eve fireworks at Burj Khalifa; GITEX, Gulfood and other DWTC exhibitions; Dubai Shopping Festival; Winter sun travel from Europe, the UK and the CIS. Guests I price for: International leisure and business travellers of 3 to 7 nights across Downtown, Marina, JBR and Palm Jumeirah, plus long-stay winter residents. Where I start: DTCM holiday-home pricing, exhibition premiums loaded a year ahead, Eid and Ramadan adjustments, and summer floors with longer minimum stays.
I set up Airbnb, Booking.com, Vrbo and Expedia so fees, minimum stays and events match across channels. In PriceLabs or Wheelhouse I load the DWTC exhibitions, festive dates and Islamic holidays, and configure building-level comps so your pricing reflects the competition guests actually compare you with.
The service in general is described on my airbnb revenue forecast page; this page covers how I apply it in Dubai.