Our methodology

TruPrice prices are produced by a machine-learning model (XGBoost) trained on a large set of real Pakistan used-car listings, then adjusted for inspection condition, mileage deviation, and category-specific negotiation dynamics.

How the data is collected

We collect used-car listings from across the Pakistan market — 266,059 to date — then validate and de-duplicate them down to 155,231 clean records that power every fair price. The dataset is refreshed periodically, so every price reflects the current market, not a fixed price book.

Who builds it

TruPrice is built by the TruPrice Team, combining data-engineering and Pakistan used-car market expertise.