As U.S. officials prepare an antitrust probe of Alphabet Inc.’s Google and possibly other Silicon Valley giants, a loose-knit crew of its rivals is gearing up to help.

In industries from news to travel and online shopping, Google’s competitors are readying documents and data in anticipation of meetings with the Justice Department, according to industry representatives.

Many...