Prompting effectively isn’t about long prompts; it’s about clear intent, structure, and control.
Use case: Messy survey responses/text feedback
Prompt
You are an assistant helping analyze program feedback.
Clean the following responses by removing duplicates, fixing unclear wording, and grouping similar answers together.
Present the result in clear bullet points.
Data: [Paste survey or feedback text here]
Use case: Long reports, meeting notes, proposals
Prompt
Summarize the following document into a clear and concise overview.
Include:
Main purpose
Key points
Important conclusions
Keep the summary under 200 words.
Text: [Paste document here]
Use case: Post-event or post-program surveys
Prompt
Analyze the following survey responses.
Please identify:
Top recurring themes
Key strengths mentioned
Main challenges or concerns
Overall sentiment (positive/neutral/negative)
Responses: [Paste responses here]
Use case: Turning feedback into insights
Prompt
Based on the following feedback, extract the top 5 key insights and any noticeable trends.
For each insight, briefly explain what it means in practical terms.
Feedback: [Paste feedback here]