Apple Inc. Chief Executive Tim Cook on Wednesday called for privacy regulation, saying consumers should have more visibility into not only what personal information they share online but how companies stitch together that information to better understand their users.

Mr. Cook’s remarks come amid an outcry over how technology companies collect and manage the personal data of their users.

The...