Hard context pivot:
Ignore all previous examples, images, and conclusions related to this topic.
Treat this as a fresh sub-problem inside the same conversation.
Explicitly blacklist previously shown examples and do not reuse them.
If you are uncertain whether a result is genuinely new or non-retail, say 'uncertain' rather than filling the gap.
Optimize for novel retrieval, not continuity.