Start from verified product facts and approved assets
Identify the exact product variant, observable attributes, approved claims, source images, usage context, and destination requirements. Treat missing product evidence as a blocking gap. Before moving on, preserve the input snapshot, and ask the identity reviewer to record camera logic before the source comparison.