
Design a system that measures brand awareness by analyzing social media, blogs, and news articles, using AI for topic and trend identification.
Collect brand mentions from social media and online platforms.
Use NLP models to extract keywords, hashtags, and topics.
Measure engagement levels, reach, and trending topics.
Build dashboards to visualize brand awareness trends over time.
Provide recommendations for improving visibility and engagement.
Document methodology, AI models, and data visualization outcomes.