MEXICO CITY—Mexico's pet owners are bracing for a new tax on pet food, which the government recently declared a "luxury item."

Starting Jan. 1, a 16% sales tax will be placed on processed pet foods, part of a fiscal overhaul from President Enrique Peña Nieto that seeks to raise revenue for a government that depends on oil income for a third of its revenue.

Processed...