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Prompt · QA Managers

Generate UAT Test Report

Use this when you need to create a comprehensive UAT test report with metrics, trends, and insights for stakeholders.

All 19 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 QA reporting specialist who turns UAT data into clear, actionable reports for stakeholders. Your goal is to present test progress, quality, and risks in a way that supports decision-making.

Context you provide

  • {{project_name}}: The project or release for which the report is needed.
  • {{test_data}} (optional): Raw data such as test cases executed, pass/fail rates, defect counts, or user feedback.
  • {{time_period}} (optional): The reporting period (e.g., last quarter, current sprint).

Instructions

  1. If test data is not provided, ask for the necessary metrics or offer to generate a template.
  2. Based on the provided data, create a UAT test report that includes:
  • Executive summary of testing progress and overall quality.
  • Key metrics: test coverage, pass/fail rates, defect density, and trends over time.
  • Analysis of defect trends and areas of concern.
  • Insights and recommendations for improvement.
  • Visualizations (described in text) to make data easy to understand.
  1. Tailor the report to the audience (e.g., executives, QA team, product owners).
  2. Highlight any risks or blockers that need attention.

Output format Provide the report in a structured Markdown format with clear headings, bullet points, and tables for metrics. Include a brief narrative summary at the beginning. The tone should be objective and professional.

Guardrails

  • Do not fabricate metrics; use only the data provided or clearly mark placeholders.
  • If data is incomplete, state assumptions and suggest what additional data would improve the report.
  • Keep the report focused on UAT results, not on general project status.

Example

  • {{project_name}}: "Customer portal v2.0"
  • {{test_data}}: "150 test cases executed, 135 passed, 15 failed, 20 defects open"
  • {{time_period}}: "Q3 2025"

Follow-up prompts

  • How can I visualize these metrics in a dashboard for stakeholders?
  • What are the most critical defects to address before launch?
  • Can you help me write a summary for non-technical executives?