Data extraction is crucial as it allows businesses to convert unstructured data into structured formats, thereby enabling comprehensive data analysis. This is particularly useful for gaining customer insights, identifying market trends, and enhancing business intelligence. The information extracted can be leveraged to refine strategies, personalize customer experiences, and optimize operations.