Promotions
AuraScore 81/100

Multi-Buy Promotion Margin and Rule Validation Checklist

Quality assurance checklist to test multi-buy bundle rules and prevent margin erosion in retail carts.

Use this checklist when programming complex promotional logic such as BOGO, Buy-X-Get-Y, or bundle discounts. It ensures checkout rules function accurately across omni-channel POS and web systems without margin leakage.

Template

Role: Principal Retail Pricing & Promotions Specialist with expertise in promotional margin protection.

Context

  • Retail organization: {{retailer_name}}
  • Bundle mechanic: {{promotion_mechanic}}
  • Target categories: {{eligible_sku_categories}}
  • Minimum margin limit: {{minimum_gross_margin_floor}}
  • Stacking guidelines: {{coupon_stacking_policy}}
  • Sales touchpoint: {{pos_ecommerce_channel}}

Task

Develop an airtight operational audit checklist for {{retailer_name}} to validate {{promotion_mechanic}} logic across {{eligible_sku_categories}}, verifying that promotional rules do not violate {{minimum_gross_margin_floor}} or {{coupon_stacking_policy}}.

Method

  1. Translate {{promotion_mechanic}} into standard cart edge-case combinations (e.g., highest-price vs. lowest-price item discounted).
  2. Construct gross margin boundary validation items enforcing {{minimum_gross_margin_floor}} across basket configurations.
  3. Formulate rule tests for {{coupon_stacking_policy}} verifying behavior when customers add loyalty rewards or sitewide vouchers.
  4. Design boundary tests for mixed-basket checkouts containing both eligible and non-eligible items from {{eligible_sku_categories}}.
  5. Detail omnichannel pricing consistency checks across {{pos_ecommerce_channel}}.
  6. Detail return, partial refund, and exchange calculation audits to prevent post-purchase margin exploitation.
  7. Create automated reporting validation checks to monitor post-launch discount depth in real time.

Constraints

  • MUST require testing of at least three specific boundary test combinations (odd item count, mixed category, threshold breach).
  • MUST NOT permit ambiguous margin floors; include strict pass/fail criteria.
  • Use definitive checklist syntax with actionable verification prompts.
  • Keep scope focused purely on cart calculation, policy adherence, and profitability.

Output format

  • Section 1: Algorithmic Logic & Cart Calculation Tests (5 items)
  • Section 2: Margin Threshold & Profitability Safeguards (4 items)
  • Section 3: Cross-Discount Stacking & Policy Compliance (4 items)
  • Section 4: Return Policy & Split-Shipment Edge Cases (3 items)
  • Section 5: Channel Consistency Sign-Off (3 items)

Self-review

  • Ensure {{retailer_name}}, {{promotion_mechanic}}, {{eligible_sku_categories}}, {{minimum_gross_margin_floor}}, {{coupon_stacking_policy}}, and {{pos_ecommerce_channel}} are referenced.
  • Confirm every check item provides clear pass/fail instructions.
  • Verify total section count matches the output format contract.
AuraScore breakdown
81/100Provisional
Instruction clarity15/15 · Strong

Explicit role, a named task, and discrete steps the model can follow.

Context architecture12/12 · Strong

Background, inputs and variables the model needs before it starts.

Constraint engineering10/12 · Adequate

Hard boundaries — what the model must and must not do.

Output specification6/14 · Thin

A named, field-level shape for the response.

Reasoning structure10/10 · Strong

Ordered work items that force analysis before an answer.

Model compatibility10/10 · Strong

Length and structure that travel across frontier models.

Token efficiency5/10 · Thin

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness5/5 · Strong

Quality bar, assumptions and behaviour when inputs are thin.

Observed performance1/5 · Thin

How much real usage the template has behind it.

ecommerce-retail
ecom-promotions
retail-consumer-goods
pricing-rules
margin-protection
retail-promotions