Amid rising scrutiny of their practices, Google Inc. defended the way it collects location data from Android phones, while Apple Inc. remained silent for a third day.

The companies' smartphones regularly transmit locations back to Google and Apple servers, respectively, according to data and documents analyzed by The Wall Street Journal.

Research...