Propersum^{Data Lab}

This purpose-built framework leverages machine learning methodologies, predictive modeling techniques, and industry-specific feature engineering to resolve two previously unsolvable challenges: accurate rate and rent predictions, at scale. Specific market and property data are introduced to the framework to generate custom prediction models for similar target properties.

ProperRates (alpha) determines, for a specific vacation rental property, the most effective nightly rate to capture a new booking and ProperPredict (beta) generates an accurate prediction of annual rental performance of any vacation rental property (or properties).