Content analysis is a foundational qualitative research method used to examine and categorize patterns, themes, and meanings within text, audio, or video data collected from real participants. In consumer and market insights contexts, content analysis typically involves coding transcripts or recordings against a defined framework, then interpreting what those patterns reveal about attitudes, motivations, or behaviors. When applied rigorously, content analysis produces traceable, evidence-backed findings that stakeholders can interrogate rather than simply accept. It sits at the core of qualitative research workflows, bridging raw participant language and the structured insight outputs that inform brand, product, and strategy decisions.