Survey design prompt
A copy-and-paste prompt for ChatGPT, Claude or Gemini that gets a professional survey design on the first try, plus the cheapest model that does it well.
What most people type
design a survey to find out why customers cancel our gym membership
It works, but the AI has to guess your members who have cancelled / members who are cancelling, survey channel, e.g. email, in-app, at the front desk and gym type and size, so the first answer usually needs another round. The version below asks for exactly what a professional would deliver.
The better prompt
Design a survey to find out why customers cancel their gym membership. It will be sent to [members who have cancelled / members who are cancelling] via [survey channel, e.g. email, in-app, at the front desk]. Include: - A short intro line that explains the purpose and how long the survey takes, plus a closing thank-you. - A mix of question types: one primary multiple-choice question on the main reason for cancelling (with an "Other" option), a multi-select question on contributing factors, rating-scale questions on experience areas such as equipment, cleanliness, classes, staff, pricing and location, and a few open-ended questions. - Questions on what would have kept them, whether they would consider returning, and how likely they are to recommend the gym. - A few optional profile questions (e.g. membership type, length of membership, visit frequency), with a note on which to skip to keep the survey short. - Neutral, non-leading wording, and one idea per question. Gym details: [gym type and size], [membership types and pricing], [target number of questions or completion time]. Format: the questions in order, grouped by section, with the answer options under each. Then add a brief note on how to analyze the results (e.g. coding open-text answers into themes) and on how to raise the response rate. Don't invent figures or benchmarks.
Replace the [brackets] with your details before you send it: members who have cancelled / members who are cancelling, survey channel, e.g. email, in-app, at the front desk, gym type and size, membership types and pricing, target number of questions or completion time.
What a professional survey design prompt covers
- Mix of question types
- Neutral non-leading wording
- Short length so people finish
- Placeholders for gym details
- How to analyze results
Best AI model for this prompt
This is a everyday task. You don't need the most expensive model. The cheapest model at each company that handles it well:
| Company | Model | Per use | Per 1,000 uses |
|---|---|---|---|
| Anthropic | Claude Sonnet 5.5 | $0.0046 | $4.56 |
| OpenAI | GPT-6.1 Terra | $0.0023 | $2.28 |
| Gemini 3.8 Flashcheapest | $0.0017 | $1.71 |
Pay-per-use list prices for this prompt and its expected answer (about 400 tokens). On a monthly chat plan, the same choice shows up as more messages before you hit your limit. See today's AI prices.