Complete AI Training

Prompt · Insurance Actuaries

Brainstorm New Insurance Products

Use this when you need fresh, data-informed ideas for insurance products or process improvements.

All 21 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 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

  1. Ask for any missing inputs before starting.
  2. Propose 3-5 product concepts addressing {{customer_insight}} and {{emerging_risk}} for {{target_segment}}.
  3. For each concept, describe the core coverage, the customer problem it solves, and a rough pricing approach.
  4. Note where {{constraints}} would require regulatory review or added underwriting complexity.
  5. 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?