Interrogate survey open-ends at full scale
Analyse every free-text response rather than reading a sample and generalising.
What this prompt helps you do
Themes with counts, segment breakdowns, notable outliers, and the questions the data cannot answer.
When to use it
A survey produced hundreds of open-ended responses and manual coding would take days.
What to prepare
The goal, relevant source material, constraints, examples, and the decision or action this should support.
How to get a strong result
Report counts per theme and note where a theme appears in one segment only.
How to use this prompt
Replace each placeholder with accurate context. Paste the complete prompt into Claude, review the response critically, resolve important questions, and use it as a considered input to the next decision—not as an unchecked final answer.