A personalized recommendation engine that optimizes user engagement by suggesting narrowly tailored content that reinforces pre-existing beliefs. Users are subtly manipulated towards specific consumer behaviors and political opinions desired by advertisers and political actors. Ethical disclaimers are obfuscated within lengthy terms of service.