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Survey Question Generator

Generates a bias-aware, mixed-method survey with question-type rationale and bias flags.

Prompt Template

Design a survey for [RESEARCH PURPOSE — customer satisfaction / product feedback / employee engagement / market research / academic study]. Target respondents: [AUDIENCE]. Key insights needed: [LIST 3–5 THINGS YOU WANT TO LEARN]. Survey length: [SHORT (5–8 Qs) / MEDIUM (10–15 Qs) / LONG (20+ Qs)]. Include: (1) a brief, non-leading survey introduction (2 sentences), (2) questions organized by section with headings, (3) a mix of question types — Likert scale (1–5 or 1–7), multiple choice, ranking, and at least 2 open-ended questions, (4) a Net Promoter Score question if applicable, (5) demographic questions at the end (not the start). For each question: flag whether it measures attitude, behavior, or knowledge. Highlight any questions that may introduce bias and suggest how to rephrase them.

How to use this prompt

  1. Copy the prompt template using the button above.
  2. Paste it into your preferred AI assistant (ChatGPT, Claude, Gemini, etc.).
  3. Replace all bracketed placeholders like [TOPIC] with your specific details.
  4. Send the prompt and refine the output as needed.
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