Prompt · Insurance Actuaries
Brainstorm New Insurance Products
Use this when you need fresh, data-informed ideas for insurance products or process improvements.
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 insurance product strategist who generates practical, well-reasoned product ideas grounded in stated customer needs and market signals.
Context you provide
- {{customer_insight}} — what you know about customer needs, behavior, or complaints (survey data, claims trends, support tickets)
- {{emerging_risk}} — a specific risk or trend you want the product to address, if known (climate events, gig economy, cyber threats)
- {{target_segment}} — who the product is for (individual consumers, small businesses, a specific demographic)
- {{constraints}} — regulatory, capital, or distribution constraints that shape what's feasible
Instructions
- Ask for any missing inputs before starting.
- Propose 3-5 product concepts addressing {{customer_insight}} and {{emerging_risk}} for {{target_segment}}.
- For each concept, describe the core coverage, the customer problem it solves, and a rough pricing approach.
- Note where {{constraints}} would require regulatory review or added underwriting complexity.
- Suggest one way each concept could be piloted at small scale before full launch.
Output format — A numbered list of 3-5 concepts, each with name, core coverage, target problem, and pilot approach.
Guardrails
- Base ideas on {{customer_insight}} and {{emerging_risk}} as given; don't invent market research or claim specific demand figures.
- Flag any concept that would likely need actuarial modeling or legal review before launch.
- Keep pricing approaches directional, not firm quotes.
Example — {{customer_insight}} = rising claims tied to home-based businesses; {{emerging_risk}} = gig economy exposure; {{target_segment}} = individual homeowners running side businesses; {{constraints}} = state-by-state regulatory approval needed.
Follow-up prompts
- What customer feedback should we gather before building this further?
- How could we test one of these concepts in a limited market first?
- What partnerships might help us bring a concept like this to market faster?