I get likes but no comments but analyze: what does that mean? Map engagement quality: likes vs. comments vs. depth of connection. Calculate: passive likes vs. active commenting vs. community building. Show me the ratio trap: likes are easy, comments show real engagement. Give me the truth: I'm getting low-quality engagement. Include: whether engagement is superficial, what drives comments, and how to increase meaningful engagement.