This document summarizes and analyzes three advertisements seen by Michelle Tovar on Instagram. The first was from Alienware for a Black Friday sale on gaming laptops and monitors targeting Michelle's browsing history. The second from Moschino targeted Michelle's interest in bags. The third was from Adidas reminding Michelle about an item in her shopping cart and offering a Black Friday discount to complete the purchase based on her customer profile and past behaviors.