A cartridge (100) for use with an aerosol generating device (200) includes a housing (110) and an aerosol-forming substrate (500) disposed in the housing (110). The aerosol-forming substrate (500) has a first portion (510) that includes a tobacco powder, and a second portion (520) that includes a gel. The first portion is adjacent the second portion. The gel includes an aerosol former.