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Customer Research

Survey Question Auditor Prompt

  1. 01

    Open any AI you use. Free or paid, ChatGPT, Claude and Gemini all work.

  2. 02

    Copy the complete prompt below using the button.

  3. 03

    Paste into the chat and follow the instructions.

  4. 04

    Answer honestly and concisely when asked.

What this prompt does

Takes a draft survey and flags every question that will produce data too vague, too leading, or too duplicative to act on before you burn your one shot at respondents' attention.

Built for anyone about to send a customer or NPS-style survey who has never had someone check the questions for bias and dead weight. You walk away with each question marked KEEP, REWRITE, or CUT, and a rewritten version of anything salvageable.

Your prompt