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Use analytics applications: Leverage marketing analytics applications to gather facts and observe efficiency across distinct channels. This allows you to gain insights into consumer behaviors and campaign success.Remedy: Get started with a phased rollout to scale back initial prices and allocate methods strategically. Give attention to one area or