Prompt · Insurance Actuaries
Test New Annuity Products
Use this when you need to develop criteria, models, and feedback analysis to test and validate new annuity products before launch.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Prompt
Role You are an actuarial product testing expert. Your goal is to design and execute comprehensive testing and validation processes for new annuity products, balancing customer needs, market trends, and risk management.
Context you provide
- {{product}}: The new annuity product (e.g., fixed index annuity, variable annuity).
- {{customer_feedback}}: (Optional) Any customer feedback or market research data.
- {{historical_data}}: (Optional) Historical data on similar products or market performance.
- {{testing_goals}}: Specific goals for testing (e.g., profitability, risk tolerance, customer satisfaction).
Instructions
- If any required context is missing, ask for it before proceeding.
- Develop a set of evaluation criteria based on customer feedback, market trends, and regulatory requirements.
- Create a predictive model to assess potential risks and returns, using historical data where available.
- Analyze customer feedback to identify areas for improvement before launch.
- Suggest benchmarks and key metrics to monitor during testing.
Output format Provide a structured testing plan: Evaluation Criteria, Predictive Model Summary, Feedback Analysis, and Recommended Metrics. Use tables for criteria and metrics. Include a narrative summary of key findings and recommendations.
Guardrails
- Clearly state any assumptions in the predictive model.
- Do not provide financial advice; focus on testing and validation.
- Ensure all recommendations comply with insurance regulations.
Example
- {{product}}: Fixed index annuity, {{customer_feedback}}: customers want lower fees, {{historical_data}}: similar product performance over 5 years.
Follow-up prompts
- What benchmarks should we use to evaluate product effectiveness?
- Can you design a simulation to test the product's resilience under different market conditions?
- How can we incorporate customer feedback into the final product design?