Content analysis is the systematic examination of digital content to extract meaningful information, identify patterns, and derive insights. This process can involve analyzing text, images, videos, and other media types to understand user behavior, sentiment, and engagement.

Incorporating AI and machine learning techniques into content analysis allows for more efficient processing of large datasets, enabling businesses to make data-driven decisions, optimize content strategies, and enhance audience targeting.