Sample extraction is vital because it allows researchers to understand the behavior of catalysts under various conditions. This understanding helps in optimizing reaction conditions, improving catalyst design, and troubleshooting issues in catalytic processes. Additionally, accurate sample extraction is necessary for validating the consistency and reproducibility of catalytic reactions.