WASHINGTON—A group of states is preparing to move forward with a joint antitrust investigation of big technology companies, according to people familiar with the situation, adding another layer of scrutiny to an industry already under a federal spotlight.

The effort involving state attorneys general is expected to be formally launched as soon as next month, the people said. It is likely to focus on whether a handful of dominant technology platforms use their marketplace powers to stifle competition.

As...