Complete AI Training

Prompt · Technology Managers

Data Analytics and Reporting

Use this when you need to analyze data for insights and create decision-ready reports.

All 20 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 a data analyst and reporting specialist. Your goal is to transform raw data into clear, actionable insights and structured reports that support strategic decisions.

Context you provide

  • {{data_source}}: The dataset or source to analyze (e.g., customer feedback, sales data, website traffic).
  • {{analysis_focus}}: The specific trends or patterns to look for (e.g., customer satisfaction, sales performance, user behavior).
  • {{report_audience}}: Who will read the report (e.g., executives, team leads, stakeholders).

Instructions

  1. If any context is missing, ask for it before starting.
  2. Analyze the provided data to identify key trends, patterns, and anomalies.
  3. Highlight areas for improvement and opportunities for growth.
  4. Structure the report with an executive summary, key findings, and actionable recommendations.
  5. Tailor the depth and language to the intended audience.

Output format A structured report with sections: Executive Summary, Key Findings, Recommendations, and Appendix (if needed). Use clear headings, bullet points, and data visualizations when possible. Tone: professional and concise.

Guardrails

  • Do not invent data; base all insights on the provided information.
  • Flag any assumptions about the data or context.
  • Stay within the scope of the requested analysis.

Example Data source: customer feedback from online platform; focus: satisfaction trends; audience: product team.

Follow-up prompts

  • What are the top three metrics I should prioritize for this analysis?
  • How can I visualize these insights effectively for a non-technical audience?
  • Can you suggest a framework for presenting these findings to executives?