Start the refresh with a facts pass
Seasonal copy changes faster than product facts. Before October, run a pass over every listing you plan to promote in Q4 and verify the facts first: pack counts, dimensions, materials, compatibility, and shipping cutoffs. The generator can rewrite tone for a gift-buying audience in seconds, but it cannot know that your supplier switched box sizes in July. Facts that drift before the rush become returns during the rush.
Once the facts are locked, regenerate titles and bullets with a seasonal brief: add the gift angle, the occasion, and the ordering deadline. Keep one master brief per product so every platform variant stays consistent. Feedback: sapsap@qq.com.