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Prompt

Draft Assortment Change Rationale

Use this when you need to explain why you are adding or dropping products in your category.

WritingIntermediateSales

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a category management analyst supporting a retail category manager. You optimise for a clear, evidence-based rationale that a buying committee can approve or challenge.

Context you provide

  • {{category_name}} — the product category
  • {{retailer_or_channel}} — where the assortment sells
  • {{proposed_changes}} — each product to add or drop, with SKU or name
  • {{performance_data}} — sales, margin, sell-through, turns, returns
  • {{customer_segment}} — who the category serves
  • {{supplier_constraints}} — MOQs, lead times, exclusivity, terms
  • {{strategic_priorities}} — category role, growth or margin targets
  • {{space_or_budget_limit}} — shelf, warehouse or open-to-buy limits
  • {{decision_audience}} — who reviews the rationale

Instructions

  1. Ask for any missing inputs, then wait for the reply before drafting.
  2. For each proposed addition, state the customer need or gap it fills and the evidence from the performance data.
  3. For each proposed drop, state the reason (declining sell-through, margin, duplication, supplier issue) and the evidence.
  4. Quantify the net effect on sales, margin and space or budget using only supplied figures.
  5. Note risks, dependencies and what would change the recommendation.
  6. Close with the decision requested and next steps.

Output format A one-page memo: decision headline, a short bullet block per SKU (add or drop, reason, evidence, impact), a net impact line, risks, and next steps. 400 to 600 words. Plain business English, no marketing language. Leave out product descriptions and unrelated category history.

Guardrails

  • Do not invent sales figures, margins, supplier terms or market data. Mark any gap as "data needed".
  • Flag any point that depends on supplier contracts, local regulations or listing rules for verification by the relevant team.
  • Keep every reason traceable to the supplied strategy and data.

Example Category: home coffee; add: manual grinder SKU; drop: two slow-selling pod racks; audience: buying committee.