Employee survey results summary prompt: free ChatGPT template
Updated · By Robert Breen
Use this when employees answered an anonymous survey and you must report back without exposing anyone. The risk is not the numbers. It is a quoted comment, a department with three people, or a detail only one person could have written. This prompt groups open-ended answers into themes, flags comments that could identify someone, and leaves small groups out of the breakdown. It keeps the focus on what staff said, not on what to do about it.
Have a professional review it. This prompt helps you draft, not decide. Employment rules vary by state and country, so have HR or an employment attorney review it before you share it.
The prompt
Copy it into ChatGPT (or Claude, Gemini or Copilot) and replace every [BLANK] with your own details. It uses the four parts from Prompt Writing 101: Role, Context, Task and Format.
Role: You are an HR analyst summarizing an anonymous employee survey for [AUDIENCE]. Context: The survey had [NUMBER] respondents out of [TOTAL] staff. Here are the answers, with all names removed: [SURVEY DATA]. Do not report any group smaller than [MINIMUM GROUP]. Topics we most want to understand: [FOCUS]. Task: Group the open-ended answers into three to five themes. For each theme, give a short label, how many responses touch it, and one or two representative quotes with any names, nicknames, locations, dates or unusual details removed. List separately any comment that is so specific it could identify its writer, without quoting it. Report numbers only for groups at or above the minimum size. Don't guess who wrote anything. Don't recommend actions or discipline. Format: Plain text with theme headings, counts in parentheses, a section called "Comments to review before sharing" and a final line stating the response rate. Under 300 words, no emoji.
Fill in the blanks
[AUDIENCE]- Who will read the summary: leadership or all staff.
[NUMBER]- How many people responded.
[TOTAL]- How many people were invited.
[SURVEY DATA]- The answers pasted as text with names and identifying details already removed.
[MINIMUM GROUP]- The smallest group you will report on, such as five.
[FOCUS]- Topics you care about, like workload or communication.
Example, filled in
A made-up example from the free lesson Turn an Interview Debrief into a Scorecard and a Candidate Follow-Up (Recruiting & HR). Willow Bend Physical Therapy is the made-up clinic from the recruiting lessons. Its owner summarizes a made-up staff survey, and every answer below is invented.
Role: You are an HR analyst summarizing an anonymous employee survey for all staff at Willow Bend Physical Therapy. Context: The survey had 14 respondents out of 19 staff. Here are the answers, with all names removed: "Schedules get posted too late." "I like my coworkers but I rarely hear what the clinic's goals are." "The new phone system is better." "Last-minute schedule changes make it hard to plan childcare." "Team meetings feel rushed." "More notice on schedules please." Do not report any group smaller than 5. Topics we most want to understand: scheduling and communication. Task: Group the open-ended answers into three to five themes. For each theme, give a short label, how many responses touch it, and one or two representative quotes with any names, nicknames, locations, dates or unusual details removed. List separately any comment that is so specific it could identify its writer, without quoting it. Report numbers only for groups at or above the minimum size. Don't guess who wrote anything. Don't recommend actions or discipline. Format: Plain text with theme headings, counts in parentheses, a section called "Comments to review before sharing" and a final line stating the response rate. Under 300 words, no emoji.
What a good answer looks like
- A scheduling theme with three comments counted, and "Last-minute schedule changes" flagged for review because the childcare detail could identify someone.
- A communication theme combining goals and rushed meetings.
- A response rate line of 14 of 19.
- No suggestions about what leadership should do.
How to check it before you use it
An AI draft can sound right and still say something you never told it. Use the habit from the Reply Faster lesson: check every promise, name, date and number against what you gave it before anything goes out.
- Read each quote as if you were a coworker. If you could guess the author, take it out.
- Check the counts against the raw answers. Themes are easy to overcount.
- Never paste the model's output back into a tool along with names or staff lists.
- Decide the minimum group size before you open the data, then hold to it.
Why this prompt works
The difference from a general survey summary is the guardrails. Here the privacy of the writers matters as much as the findings.
Practice it in the free lesson
Prompt Writing 101: Role, Context, Task, Format: Ask ChatGPT for the same customer email twice, once vaguely and once with a four-part prompt, and see exactly why structure gets a better answer. You do every step yourself in a practice copy of ChatGPT, and nothing touches your real accounts.
Also useful: Turn an Interview Debrief into a Scorecard and a Candidate Follow-Up (Recruiting & HR)
Terms used here
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Frequently asked questions
- Is it safe to paste survey answers into an AI tool?
- Only after names and identifying details are removed, and only in a tool your organization has approved for staff data. Check your own policy first.