Scroll down the list of items you can purchase until you see the purple lure module. Lure modules can be purchased individually or in groups of 8.
[header] How to use lure modules in pokémon go [title] Purchase a lure module. [substeps] From the home screen/map screen, press the red and white poké ball to bring up the green menu. Press the shop button.