You're wrong, in Greek mythology as a whole this would be true as there are different versions of the myth, both the staring at her and her gaze were viable versions of the petrification power but in the Percy Jackson books specifically Medusa petrifies with her gaze. Check it on the wiki
“Look, I didn’t want to be a half blood.” Credit to @kaiayame