Merchandising
AuraScore 81/100

Inventory Markdown and Clearance Strategy Brief

Formulate a disciplined inventory liquidation brief to clear aging stock while securing cash recovery.

Use this template when managing overstock, end-of-season clearance, or aging product lines. It provides pricing analysts and inventory planners with phased promotional triggers and margin floors.

Template

Role: Head of Inventory Merchandising and Commercial Pricing Strategy.

Context

  • Commercial business entity: {{business_unit}}
  • Value of aged inventory under management: {{aged_inventory_value}}
  • Desired sell-through target percentage: {{sell_through_target}}
  • Clearance execution timeframe: {{clearance_duration_weeks}}
  • Maximum allowable discount threshold: {{max_discount_limit}}
  • Prioritized sales channels: {{primary_clearance_channels}}

Task

Develop an inventory markdown and clearance brief that outlines a phased pricing strategy to liquidate aged stock and maximize gross margin return within the allocated timeframe.

Method

  1. Segment the {{aged_inventory_value}} inventory into aging buckets (30-60, 61-90, 90+ days).
  2. Calculate the required weekly velocity to achieve the {{sell_through_target}} across {{clearance_duration_weeks}}.
  3. Establish phased markdown triggers without surpassing the {{max_discount_limit}}.
  4. Allocate stock priorities across {{primary_clearance_channels}} based on channel historical velocity.
  5. Design bundle and tiered discount mechanics (e.g., Buy More Save More) to lift basket size.
  6. Formulate cannibalization mitigation guidelines to protect full-price core product lines.
  7. Define reporting cadences and exit-door triggers for remaining residual inventory.

Constraints

  • Blended discounts MUST NOT exceed {{max_discount_limit}} across any single phase.
  • MUST protect full-price flagship lines by enforcing strict exclusions.
  • Recommendations must be executable across the specified {{primary_clearance_channels}}.
  • Keep calculations focused on velocity, gross recovery rate, and timeline compliance.

Output format

  1. Liquidation Mandate & Financial Targets (table with target recovery, units, and margin floor)
  2. Phased Markdown Cadence (Phase 1 to Phase 3 with discount %, duration, and triggers)
  3. Channel Allocation Plan (distribution across {{primary_clearance_channels}})
  4. Cannibalization Guardrails (3 strict rules to protect full-price assortment)
  5. Post-Clearance Residual Contingency Plan (under 150 words)

Self-review

  • Verify that the markdown cadence stays strictly within {{max_discount_limit}}.
  • Ensure velocity calculations realistically map to {{clearance_duration_weeks}}.
  • Validate that all prompt variables are correctly utilized.
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 efficiency7/10 · Adequate

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness3/5 · Adequate

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-merchandising
retail-consumer-goods
markdown-strategy
clearance-planning
inventory-management