Choosing the right Dubai property data source for AI-generated answers

An AI answer can sound fluent while drawing on the wrong type of property evidence, so the question should be defined first: sales-price series, rental benchmarks, and single-property queries produce different outputs that should not be treated as interchangeable. Dubai Land Department's Residential Sales Price Index page distinguishes property segments and reporting periods, and its historical periods should not be confused with the date a web page was updated. The linked 2020 methodology describes a hedonic approach based on recorded property characteristics, though it does not imply every current index uses the same model. The index page also restricts commercial use, and the author notes that public visibility does not grant permission to redistribute or build products around the data. The Smart Rental Index covers building characteristics and registered rental contracts with stated coverage limits, but a rental benchmark alone cannot establish a property's purchase price, costs, financing, or occupancy, and so cannot determine investment return.