If product logos, packaging styles, or key visual details keep drifting, upload a clear product reference image and use annotations to mark the logo, bottle shape, packaging color, materials, and other key details. When generating video, clearly state through node connections and @ references that the material should be used as the product appearance reference.
You can also use the Product Three-View feature in the image node to generate multi-angle product details first and then generate the video, which can improve product consistency.

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