WASHINGTON—The Trump administration is considering intervening in the Saudi-Russian oil-price war with a diplomatic push to get the Saudis to cut oil production and threats of sanctions on Russia aimed at stabilizing markets, according to people familiar with the matter.

The new strategy follows lobbying from U.S. oil companies asking for the Trump administration to ramp up its diplomatic intervention in the oil markets, the people said.

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