Free prompt builder

Survey results summary prompt builder

Build a prompt for descriptive survey findings with explicit denominators, missing-response checks, sampling limitations, and cautious interpretation.

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How it works

  1. Subscribe to unlock the builder.
  2. Answer three quick questions. More context is optional.
  3. Copy the prompt into your AI app.

About this prompt

Survey summaries become misleading when percentages lose their denominators or volunteers are described as the whole population. This builder creates a prompt using your response counts, question wording, recruitment method, and research questions.

Questions

Which AI can I use this with?

Any AI app. Paste the prompt into ChatGPT, Claude, Gemini, Copilot or whatever your team already uses.