One of the most beloved romance novels of the BookTok era is heading to the screen, and Prime Video has offered the first look. The streamer released a teaser trailer for The Love Hypothesis, adapted from Ali Hazelwood's bestselling novel, The Hollywood Reporter reported.

The setup

The teaser opens on the book's signature moment: biology PhD student Olive Smith, played by Lili Reinhart, impulsively kissing the famously prickly professor Adam Carlsen, played by Tom Bateman, to convince her best friend she has moved on from someone else. That kiss kicks off a fake-dating arrangement that — per the well-worn and much-loved trope — gives way to something real. A narrator threads the trailer with science-flavored musing about molecules colliding "until they find a match."

Cast and crew

Reinhart and Bateman lead a cast that includes Rachel Marsh as Olive's best friend, along with Nicholas Duvernay, Jaboukie Young-White and Arty Froushan, according to THR. Claire Scanlon directs from a screenplay by Sarah Rothschild, with Elizabeth Cantillon producing for Amazon MGM Studios. Reinhart said she hopes the film "feels timeless... a movie you can go back and watch with your friends and swoon over."

Why it matters

Hazelwood's 2021 novel was a publishing phenomenon, propelled by the BookTok community and praised for grounding its romance in a believable picture of academic science. Adapting it puts Prime Video in the middle of a booming market for romance built on devoted, online-organized fandoms — the same readers who turned the book into a word-of-mouth hit are a ready-made audience for the film.

The Love Hypothesis premieres on Prime Video on September 23, 2026, the studio said. On the evidence of a two-minute teaser — and two leads with visible chemistry — Amazon is betting the swooning translates from page to screen.