To measure sentiment on social media, first, choose your tracking tools, like Hootsuite or Brandwatch, to monitor mentions. Next, set up keyword tracking for relevant terms. Finally, analyze the collected data for positive, negative, or neutral sentiments using the tool's analytics features to gauge public perception.