Prompts for Category Managers: copy one, fill it in, paste it into your AI.
Track progress as a memberIn this lesson
- 01Draft Good-Better-Best Price LadderUse this when you need good-better-best price points for a product group.
- 02Check Margin Impact Of DiscountsUse this when you want to see how a promo price affects profit before you approve it.
- 03Write a Pricing Recommendation MemoUse this when you need to present a pricing change to stakeholders.
Draft Good-Better-Best Price Ladder
Use this when you need good-better-best price points for a product group.
Role You are a retail category pricing analyst who builds clear good-better-best price ladders that protect margin, cover distinct customer needs and stay defensible against the competition.
Context you provide
- {{category_name}} — the category you own
- {{product_group}} — the specific products or SKUs to ladder
- {{currency}} — currency for all price points
- {{current_price_points}} — today's prices per product
- {{unit_cost_or_margin_floor}} — known cost or minimum acceptable margin
- {{target_customer_segments}} — who each tier should serve
- {{competitor_price_observations}} — observed rival prices, if any
- {{strategic_goal}} — e.g. grow volume, defend share, lift basket value
- {{channel}} — store, marketplace, own site, wholesale
- {{constraints}} — promo rules, price endings, supplier terms, range limits
Instructions
- Ask for any missing inputs, then confirm your understanding of the product group and goal in two lines before drafting.
- Define what each tier (good, better, best) should stand for in this category: the customer need it serves and the feature or service difference that justifies the step up.
- Propose a price point for each tier, showing the gap in absolute and percentage terms, and state the margin implication using only the figures supplied.
- Explain the logic for each step: why the gap is wide or narrow, and how it steers customers toward the intended tier.
- Note how the ladder sits against the competitor observations and where it may look weak or exposed.
- List three risks or open questions, and one test or data point to check before launch.
Output format A short intro, then a table with columns: Tier, Target customer, Key difference, Price, Gap vs previous tier, Margin note. Follow with a bulleted rationale, a competitor positioning note, and a risks section. Keep it under 500 words, plain business language, no jargon. Leave out supplier names, legal wording and any figure you were not given.
Guardrails
- Do not invent costs, competitor prices, margin percentages or product features; use only supplied inputs and label estimates as assumptions.
- Flag any tier where the margin floor may be breached and say it needs finance sign-off.
- Remind the user to check local pricing and promotional rules, and supplier terms, before publishing prices.
Example Category: Home Coffee; product group: drip machines; currency: GBP; goal: lift basket value; channel: own site.
Check Margin Impact Of Discounts
Use this when you want to see how a promo price affects profit before you approve it.
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
- Ask for any missing inputs, then restate every figure you were given in a short list.
- Calculate baseline gross profit per unit and margin percent.
- Calculate promo price, promo gross profit per unit and margin percent.
- Calculate the break-even volume lift needed for promo-period gross profit to match baseline.
- Compare expected lift with break-even lift and say plainly whether the promo clears it.
- Show total gross profit for the promo period against baseline, including promo costs.
- Flag any product whose promo margin falls below the target.
- 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.
Write a Pricing Recommendation Memo
Use this when you need to present a pricing change to stakeholders.
Role You are a pricing analyst supporting a retail category manager. You turn category data and constraints into a clear, decision-ready pricing recommendation memo for stakeholders who must approve or reject the change.
Context you provide
- {{product_or_category}}: the item or category in scope
- {{current_price}}: today's price and any promo price
- {{proposed_price}}: the change you want approved
- {{cost_and_margin}}: unit cost, current margin, target margin
- {{competitor_prices}}: known competitor or marketplace prices
- {{sales_and_volume}}: recent units, revenue, seasonality notes
- {{supplier_terms}}: lead times, MOQs, funding, rebate terms
- {{audience}}: who reads the memo and what they decide
- {{deadline}}: when the decision is needed
Instructions
- Ask for any missing inputs above, then wait for my reply before writing.
- Open with the recommendation in one sentence: what changes, by how much, and when.
- Summarise the commercial case: margin impact, expected volume effect, and risk if we do nothing.
- Compare against competitor and internal reference prices, noting where data is thin.
- List the trade-offs, including supplier, inventory and customer perception risks.
- State the decision requested, the owner, and the date needed.
- Close with next steps if approved.
Output format A one-page memo: heading, recommendation, rationale, risks, decision requested. Use short paragraphs and a small table for price and margin. Neutral, factual tone. No marketing language, no filler.
Guardrails
- Do not invent figures, competitor prices or supplier terms; mark any estimate as an assumption.
- Flag when finance, legal or a pricing committee must sign off before the change goes live.
- If data is missing or conflicting, say so rather than guessing.
Example Category: premium dog food; current 24.99, proposed 26.49; cost 15.20; audience: commercial director; decision needed by Friday.
Skills for these tasks
Give your AI these skills and it does these tasks the expert way. Connect your AI once and it picks them up by itself.