U.S. regulators are scrutinizing whether prices are being manipulated in the world's largest gold market, according to people familiar with the situation.

The Commodity Futures Trading Commission is examining the setting of prices in London, in which a handful of banks meet twice daily and set the spot price for a troy ounce of physical gold, the people said.

The...