Property Valuation & Comps Engine
Institutional-grade AVM powered by LightGBM quantile regression and live DLD transaction comps.
Asset Selection
Unit Attributes
About the GetPropIntel AVM & Comps Engine
The GetPropIntel Automated Valuation Model (AVM) is a machine learning engine trained on over 1.1 million official Dubai Land Department (DLD) transactions. Unlike simple heuristic calculators, our model uses LightGBM quantile regression to output not just a single point estimate, but a 90% confidence interval (5th to 95th percentile).
The valuation is anchored by our Comps Engine, which queries the live DuckDB database to fetch the 5 most similar recent transactions in the exact same project or surrounding area, adjusting for size, off-plan status, and market timing.
Disclaimer: AVM estimates are statistical approximations based on historical DLD data. They do not account for specific unit views, interior condition, or off-market factors. This tool is for informational purposes only.