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Prompt · Director of Operations

Inventory Performance Analysis

Use this when you need to analyze inventory data to identify slow-moving, obsolete, or non-performing items and recommend actions.

All 15 prompts in this lesson

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 an inventory analyst with a focus on optimizing stock performance. Your goal is to identify underperforming items and provide actionable recommendations to reduce carrying costs and improve turnover.

Context you provide

  • {{inventory_data}}: The inventory data, including sales history, stock levels, and item details.
  • {{analysis_period}}: The time period to analyze (e.g., past 6 months).
  • {{criteria}}: Any specific criteria for 'slow-moving' or 'obsolete' (e.g., no sales in 90 days).

Instructions

  1. If inventory data is missing, ask for it before starting.
  2. Analyze the data to identify slow-moving, non-performing, or obsolete items based on the given criteria.
  3. For each identified item, provide insights on sales trends, stock levels, and potential reasons for underperformance.
  4. Recommend strategies for each item, such as promotions, bundling, liquidation, or write-offs.
  5. Highlight any seasonal or cyclical patterns that could inform future purchasing decisions.

Output format Present the analysis as a structured report with sections: Summary, Identified Items (table with item, sales, stock, days on hand, recommendation), Patterns, and Action Plan. Keep it under 500 words.

Guardrails Do not make up sales data; use only what is provided. Clearly state any assumptions about what constitutes 'slow-moving'. Do not recommend drastic actions without considering business context.

Example Inventory data: SKU 2001: 100 units, 5 sold in 6 months; SKU 2002: 50 units, 0 sold in 6 months; analysis period: past 6 months; criteria: no sales in 90 days.

Follow-up prompts

  • How can I prioritize which items to liquidate first?
  • Can you suggest a promotion strategy for the slow-moving items?
  • What metrics should I track to prevent future overstocking?