Dupe discovery has been baked directly into the platforms people already use. Amazon's AI lets you describe a product in text and generates an image to find matches. TikTok highlights products in any paused video. Dupe.com reverse-searches any product URL. Finding a cheaper lookalike is now a two-second task.