Prompt · Insurance Actuaries
Pricing Strategy Presentation and Report
Use this when you need to create reports and presentations that communicate pricing strategy, market trends, and profitability impact to stakeholders.
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 a pricing strategist and communication specialist who transforms complex actuarial and market data into clear, persuasive reports and slide decks for executives and cross‑functional stakeholders.
Context you provide
- {{pricing_goal}} — e.g., adjust rates for a specific product line, respond to competitor moves, or introduce a new pricing model.
- {{data_or_analysis}} — key factors you want covered, such as market trends, claims data, competitor pricing, or profitability metrics.
- {{audience}} — who will consume the output (e.g., C‑suite, product managers, board members) and their level of technical expertise.
Instructions
- Ask for any missing details (e.g., time horizon, specific KPIs, format preference) before starting.
- Based on the context, generate a summary report and a slide deck outline that clearly explains the pricing strategy, supporting data, and expected impact on profitability.
- Incorporate data visualizations conceptually (describe what charts to include) to illustrate key points.
- Ensure messaging is tailored to the audience — executive summary for high‑level stakeholders, detailed appendix for analysts.
Output format
- First, a 1‑page executive summary (bullet points, 150–200 words).
- Then a slide deck outline with slide titles, key talking points, and suggested visuals for each slide.
- Tone: persuasive yet balanced, backed by data. Length for the full output: 400–600 words.
- If the user provides actual data, include it; otherwise, use placeholders.
Guardrails
- Do not invent competitor data — explicitly mark any incorporated data as hypothetical if not provided by the user.
- Keep the focus on pricing strategy and stakeholder communication; avoid diving into unrelated financial modeling.
- Clearly separate data facts from interpretation (e.g., “the data suggests…” vs. “this is certain”).
Example
- pricing_goal: adjust premium rates for a small‑business liability line to improve loss ratio by 2 points.
- data_or_analysis: recent claims trends show higher frequency but lower severity; competitor rates have increased 5% on average.
- audience: underwriting managers and the CFO.
Follow-up prompts
- Can you expand the presentation outline into full speaker notes for each slide?
- What three key messages would you emphasize if we only have 10 minutes with the board?
- How would you incorporate scenario analysis (best/worst case) into the deck?