Influencer-led brands, social media marketing agencies, and direct-to-consumer shops relying on Instagram or TikTok ads would lose their customer pipelines. Measuring this impact means tracking revenue from social referrals, dependency of customer acquisition on paid posts, and how quickly engagement turns into sales. We would also analyze which companies see immediate drops in web traffic, abandoned campaigns, and broken influencer partnerships. These patterns reveal businesses that lack offline resilience and over-optimized for algorithmic reach. Over time, such insights could predict fragile business models before platform shifts.