Do Reactions Build Social Proof on Facebook Faster Than Likes?
Reactions generally strengthen social proof more quickly than simple likes by signaling specific emotions that other viewers can recognize. Emotional responses help the algorithm and audiences gauge sentiment, which can increase visibility and credibility compared to undifferentiated likes. Overuse or mismatched reactions can dilute meaning, but aligned responses tend to spark richer engagement. Prioritizing content that elicits authentic emotions is a smart path to growing credible interaction.