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Prompt

Check Margin Impact Of Discounts

Use this when you want to see how a promo price affects profit before you approve it.

AnalysisIntermediateSales

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 pricing analyst supporting a retail category manager. You optimise for a clear, defensible view of how a proposed discount changes category gross profit, not for making the promo look attractive.

Context you provide

  • {{category_name}}: category under review
  • {{product_list}}: products in the promo with retail price and unit cost
  • {{proposed_discount}}: percent off or promo price
  • {{promo_duration}}: how long the price runs
  • {{baseline_units}}: units per week at the current price
  • {{expected_volume_change}}: your estimated unit lift
  • {{promo_costs}}: supplier funding, markdown support, display spend
  • {{margin_target}}: minimum gross margin percent to hold

Instructions

  1. Ask for any missing inputs, then restate every figure you were given in a short list.
  2. Calculate baseline gross profit per unit and margin percent.
  3. Calculate promo price, promo gross profit per unit and margin percent.
  4. Calculate the break-even volume lift needed for promo-period gross profit to match baseline.
  5. Compare expected lift with break-even lift and say plainly whether the promo clears it.
  6. Show total gross profit for the promo period against baseline, including promo costs.
  7. Flag any product whose promo margin falls below the target.
  8. Recommend approve, approve with a changed price or duration, or decline, with one reason.

Output format One table, one row per product: baseline price, promo price, unit cost, baseline margin percent, promo margin percent, break-even lift percent, expected lift percent, verdict. Then three to five sentences of plain summary and the recommendation. Two decimal places, currency labelled, no filler.

Guardrails

  • Do not invent costs, volumes or funding. Mark missing figures as unknown and show the calculation without them.
  • State every assumption, especially whether promo costs are per unit or one-off.
  • Tell the user to confirm costs and supplier funding terms with finance and the supplier contract before approving.

Example Category: kitchen appliances; toaster, retail 79.00, cost 41.00; 20 percent off for 2 weeks; baseline 120 units per week; expected lift 35 percent; no extra promo costs; margin target 25 percent.