The article addresses uncertainty in real estate appraisals by using simulation-based methods to quantify risk. By creating a market value distribution, uncertainty is transformed into risk, allowing for explicit assessment of valuation risk. The study identifies major risk drivers and examines spreads between transaction prices and market values to improve valuation accuracy and professionalize the real estate industry.