Build a prompt set around decisions
Start with the questions buyers ask while defining a problem, building a shortlist, validating trust, comparing price, and implementing a product. Add country or audience context only where it changes the answer. A useful prompt is specific enough that a recommendation could lead to a business decision.
Duplicate detection is a review aid. Two prompts with high word overlap may still be worth keeping if they represent different markets or constraints. Conversely, semantically similar prompts can use different words and evade a token-based check. Human review remains part of the workflow.
- Keep branded and non-branded discovery prompts.
- Cover recommendation, comparison, pricing, proof, and implementation.
- Use explicit audience and market constraints when relevant.
- Remove repetition that does not test a meaningfully different answer.