Prompt cleanup

Duplicate prompt patterns

Duplicate prompts ask the same buyer question in slightly different words. They can make one topic look more important than it is.

Keep the clearer prompt and archive the weaker duplicate.

Stale prompts

Stale prompts no longer match the business, market, product, or reporting need.

Archive them so active analytics stay focused.

1

Find duplicates

Keep the clearest version of the same buyer question.

2

Check stale prompts

Remove questions that no longer match the market.

3

Review low signal

Rewrite once before archiving.

4

Preserve history

Keep old evidence understandable after cleanup.

Low-signal answers

Low-signal answers are too generic to guide action. They may indicate a weak prompt or a question that does not belong in recurring tracking.

Before archiving, try one careful rewrite. If the answer stays low-signal, remove it from active runs.

Next step

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