A new heavyweight is preparing to enter the world of podcasting.

Luminary Media LLC, a venture-backed company, has raised $40 million to join the rapidly expanding realm of podcasting and audio.

Unlike most of its competitors, which support their businesses primarily through advertising, Luminary Media’s business plan includes signing users...