Turn survey answers into insights
Group open-ended answers into counted themes with real examples, rank them for one decision and say what the data can't tell you.
Prompt
119 words, 3 variables
Analyze these customer survey answers.
Question asked: {{question}}
Answers (one per line):
{{answers}}
The analysis should help us decide: {{decision}}
1. Group the answers into themes. For each theme: a short name, how many answers mention it, and two example answers quoted word for word.
2. Rank the themes by how much they matter for the decision above, with a one-sentence reason each.
3. List surprising or contradictory answers separately instead of forcing them into a theme.
4. Recommend three concrete changes, each linked to the theme it comes from.
5. Say what this data can't tell us and what we should ask next.
Count only what is in the answers. Don't turn counts into percentages of all customers.