Manufactured sentiment

The artificial creation or amplification of positive, negative, or polarized online sentiment through coordinated activity rather than genuine public opinion. Manufactured sentiment may result from inauthentic participation, coordinated messaging, bot networks or fake accounts designed to influence how audiences perceive a topic, brand, organization, or event. Cyabra evaluates sentiment alongside authenticity and coordination signals to determine whether public perception reflects genuine opinion or manipulated activity.