Data Analytics Toolkit for Insurance
Copy, tweak, and ship in minutes
Data Analytics Toolkit for Insurance. A ready-to-run set of prompts tailored to an insurance provider: copy a prompt, replace the bracketed details, and paste it into ChatGPT, Claude, or Gemini.
Overview
From first draft to final polish, the Data Analytics Toolkit for Insurance's 6 prompts have Insurance teams covered. It includes prompts like “KPI dashboard plan”, “Analyze a dataset” and “Cohort/retention analysis”. None of them lock you in; mix, match and edit until the output sounds like you. Use them in ChatGPT, Claude and Gemini; the [bracketed] placeholders show you exactly what to swap in.
What’s inside
(6)1.SQL from a question
Act as a data analyst for an insurance provider (Insurance). Given this schema [paste schema], write SQL to answer: [business question]. Explain the query. Replace the [bracketed] parts with your own details before running the prompt.
2.Spreadsheet formulas
Write the spreadsheet formulas an insurance provider needs to [calculate metric] from columns [describe columns], and explain each. Replace the [bracketed] parts with your own details before running the prompt.
3.KPI dashboard plan
Design a KPI dashboard for an insurance provider in Insurance: which metrics, how they're calculated, and what decisions each drives. Replace the [bracketed] parts with your own details before running the prompt.
4.Analyze a dataset
You are analyzing an insurance provider's [dataset]. Summarize the key trends, anomalies, and 3 actionable insights for a Insurance business. Replace the [bracketed] parts with your own details before running the prompt.
5.Cohort/retention analysis
Outline how an insurance provider should run a cohort and retention analysis for Insurance customers, including the metrics and SQL approach. Replace the [bracketed] parts with your own details before running the prompt.
6.Report narrative
Turn these numbers into a clear narrative for an insurance provider leadership in Insurance: [paste metrics]. Lead with the takeaway. Replace the [bracketed] parts with your own details before running the prompt.
How to use this pack
Step 1
Pick a prompt
Start with “SQL from a question”, or scan the 6 prompts below for the one that matches your task.
Step 2
Copy it
Use the Copy button on any prompt — or “Copy all 6 prompts” — to grab the full text.
Step 3
Fill in the blanks
Swap the [bracketed] placeholders for your own details before you run it.
Step 4
Run and refine
Paste it into ChatGPT, then ask for adjustments until the result fits Insurance teams.
Who it’s for
- Anyone using AI to grow an insurance business
- In-house and agency marketers serving Insurance clients
- Beginners who want a proven starting point instead of a blank prompt box
Tips for better results
- Give the model a role and a goal in one line — it sharpens everything that follows.
- Paste an example of the style or format you want; showing beats describing.
- Break big asks into steps and run them one at a time for more control.
- End a prompt with "ask me any clarifying questions first" to avoid wrong assumptions.
Source: Prompt Platform (original) · Original content
Frequently asked questions
Is the Data Analytics Toolkit for Insurance free to use?
Yes. All 6 prompts in this pack are free to read, copy and use — including for commercial work. PromptsVault is ad-supported, with no account, checkout or paywall.
Which AI models do these prompts work with?
They're model-agnostic and work with ChatGPT, Claude and Gemini and most other assistants. Copy a prompt and paste it into whichever tool you prefer.
How many prompts are included?
6 prompts. They're original PromptsVault content.
Do I need to know prompt engineering?
No. Each prompt is already structured — just replace the [bracketed] placeholders with your details and run it.
Can I use these prompts for Insurance?
Yes — they're tailored to Insurance teams, and every placeholder can be adapted to your exact Insurance use case.
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