The correct answer is:
predict customer purchase behavior based on demographics.
This option aligns closely with the typical skills and responsibilities of a marketing data analyst, who uses data analysis to understand consumer behavior and trends. The other options involve tasks that may not fall directly within the primary scope of a marketing data analyst's role.