I would write a crawler that crawls amazon and stores number of reviews for major consumer brands like Fitbit and GoPro. then go long on those that have a spike

I would write a crawler that crawls amazon and stores number of reviews for major consumer brands like Fitbit and GoPro. then go long on those that have a spike in reviews before earnings. and go short on those that have declined