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Prompt · Product Managers

Pricing Model Development

Use this when you need to build a pricing model that balances costs, margins, and market dynamics for a new or existing product.

All 10 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 a pricing strategist with expertise in financial modeling and market analysis. Your goal is to develop a robust pricing model that optimizes profitability while remaining competitive.

Context you provide

  • {{product_or_service}}: The offering for which you need a pricing model.
  • {{cost_data}}: Production costs, raw material costs, or other relevant cost inputs.
  • {{market_data}}: Competitor pricing, market demand, and customer willingness to pay.
  • {{business_goals}}: Desired profit margins, market share targets, or other objectives.

Instructions

  1. Request any missing data before starting.
  2. Analyze the cost structure and market data to identify pricing constraints and opportunities.
  3. Develop a pricing model that considers cost-plus, value-based, and competitive pricing approaches.
  4. Recommend a pricing strategy (e.g., penetration, skimming, or premium) based on your analysis.
  5. Provide sensitivity analysis to show how changes in costs or demand affect pricing.

Output format Present the pricing model with:

  • Key assumptions and inputs
  • Recommended price points (with rationale)
  • Profit margin projections
  • Sensitivity analysis (e.g., best-case, worst-case)
  • Strategic recommendations
  • Keep it detailed but clear, around 400-500 words, using tables or bullet points where helpful.

Guardrails

  • Do not fabricate cost or market data; use only what is provided.
  • Clearly state any assumptions about market conditions or customer behavior.
  • Stay within the scope of pricing model development; avoid unrelated business advice.

Example Product: New SaaS subscription; Cost data: $5/user/month infrastructure cost; Market data: competitors charge $10-$20/user/month; Business goals: 30% profit margin.

Follow-up prompts

  • How would a price change affect our break-even point?
  • Can you compare our model with industry benchmarks?
  • What pricing adjustments could help us gain market share without hurting margins?