A potential innovative customer support idea involved creating an agent on top of Shopify to interact with customers, providing personalized responses based on the order details. The speaker believes that customer support inherently involves answering the same questions repeatedly but with fresh energy, indicating the importance of personalized and energetic responses in this domain.

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