The U.S. Justice Department is investigating whether advertising agencies inappropriately steered business for producing commercials to their in-house units over independent firms by rigging the bidding process for those contracts, according to people familiar with the matter.

Rebecca Meiklejohn, a government antitrust attorney based in New York, has been interviewing ad industry executives about the issue over the past few months, the people said.

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