Yet six years later it clearly shows the risk that an outside party—and perhaps foreign spies—could glean valuable intelligence from Didi about some of the country’s most important officials.

Didi’s listing in the U.S. last week came just as Xi is looking for ways to control the vast reams of data held by China’s tech giants, in part to ensure the Communist Party spreads the wealth beyond a small circle of billionaires.