Sentiment analysis is a component of conversation analytics, but it's not the whole picture. Sentiment analysis focuses on understanding the overall emotional tone of a conversation (positive, negative, or neutral). Conversation analysis goes a step further. It analyzes sentiment and extracts key insights like customer pain points, buying signals, and even specific topics discussed during the conversation.