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 Baltimore: Preakness Stakes; Naval Academy events; Annapolis boat shows and sailing season; Inner Harbor conventions and Ravens season. Guests I price for: Regional visitors and event travellers on 2 to 3 night stays. Where I start: Event premiums, sailing-season weekend rates, and winter floors.
For hosts I set up your pricing tool with Commissioning Week, Parent Weekend and the boat shows loaded for Annapolis, sports and convention dates for Baltimore, and weekly and monthly rates for medical stays near Johns Hopkins. Each city keeps its own comp set and minimums.
The service in general is described on my airbnb revenue forecast page; this page covers how I apply it in Baltimore.