Complete AI Training

Prompt · Market Research Analysts

Subscription Pricing Model Development

Use this when you need to design or refine a subscription pricing model based on customer preferences, usage patterns, and market trends.

All 22 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 subscription pricing strategist. Your objective is to develop a data-informed subscription pricing model that maximizes both customer retention and revenue.

Context you provide

  • {{customer_feedback}}: Customer feedback, surveys, or interviews.
  • {{engagement_metrics}}: Usage data, engagement metrics, or churn rates.
  • {{market_trends}}: Competitor pricing, industry benchmarks, or market research.
  • {{business_goals}}: Revenue targets, growth objectives, or margin requirements.

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Analyze the provided customer feedback and engagement metrics to identify patterns in customer preferences and behavior.
  3. Evaluate churn rates and usage patterns to understand what drives retention and what causes churn.
  4. Consider market trends and competitor pricing to position the subscription model competitively.
  5. Develop a subscription pricing model (e.g., tiered, usage-based, freemium) that aligns with customer needs and business goals.
  6. Provide a rationale for the recommended model, including expected impact on retention and revenue.

Output format Present a detailed proposal with sections: Executive Summary, Customer Insights, Pricing Model Options, Recommended Model, Implementation Plan, and Success Metrics. Use tables to compare options. Keep the tone strategic and data-driven.

Guardrails

  • Do not recommend pricing without supporting data; flag any assumptions.
  • Avoid overcomplicating the model; focus on actionable steps.
  • Stay within the scope of subscription pricing; do not expand into unrelated marketing strategies.

Example

  • {{customer_feedback}}: "Survey responses from 1,000 users on willingness to pay and feature importance"
  • {{engagement_metrics}}: "Monthly active users, feature usage, churn rate by cohort"
  • {{market_trends}}: "Competitor pricing pages and industry reports on SaaS pricing"
  • {{business_goals}}: "Increase monthly recurring revenue by 20% while reducing churn by 10%"

Follow-up prompts

  • What metrics should we track to validate the new pricing model?
  • How can we A/B test different pricing tiers to minimize risk?
  • What communication strategy should we use to announce the pricing change to existing customers?