Social media analysis can be used to improve branding campaigns in several ways:
1) It allows brands to uncover consumer perceptions of their brand and how those perceptions evolve over time by analyzing online conversations.
2) It provides intelligence on new product categories and insights for marketing strategies by assessing consumer awareness and adoption of new technologies from social media discussions.
3) It helps brands measure and strategically respond to their public perception and the broader consequences of brand crises by understanding sentiment over time compared to their industry.