Kayak.com allows users to compare hundreds of travel sites when looking for flights, hotels and rental cars.
The discount travel company says Kayak will continue to operate independently as a Priceline group company.
The deal needs the approval of Kayak's shareholders and regulators.
It is expected to close in the first quarter of next year.
