WASHINGTON—President Biden called on the Federal Trade Commission to investigate whether oil-and-gas companies are participating in illegal conduct aimed at keeping gasoline prices high.

In a Wednesday letter to FTC Chair Lina Khan, Mr. Biden alleged that there is “mounting evidence of anti-consumer behavior by oil-and-gas companies.” He said gasoline prices are rising even as the price of unfinished gasoline goes down.