Huolala Tech

Dec 1, 2023 · Product Management

Tackling AB Testing Pitfalls in Freight Bilateral Markets

This article explores how freight platforms can optimize transaction strategies through AB experiments, detailing common challenges such as split‑testing interference, SUTVA violations, capacity competition, homogeneity issues, and Simpson's paradox, and presents practical solutions like time‑slice routing, city isolation, and advanced statistical corrections.