Seth Godin’s “bakery problem” offers a useful framework for modern ad creative: marketers do not have to choose between handmade authenticity and AI-powered scale. The advantage comes from understanding which hooks, visuals, emotional angles, and creative structures are already converting, then using that intelligence to generate genuinely differentiated variations. The article presents a practical workflow combining competitive creative research, AI production, human judgment, brand guardrails, and continuous performance learning.