Marketing Quick WinSkill: Beginner Immediate
Summarize customer survey results
Transform survey data into clear insights and actionable recommendations
$01//
Expected Impact
AI-powered survey analysis reduces analysis time by 80% and improves insight extraction by identifying patterns and themes that manual review often misses.
$02//
Recommended Models
Anthropic: Claude Haiku 4.5OpenAI: GPT-4o
$03//
Inputs Required
Survey DataSurvey GoalsKey Questions to Answer
$04//
Prompt Template
Copy and customize for your context
I need to summarize and analyze customer survey results. Here is the survey data: [SURVEY_DATA]. The survey goals were [SURVEY_GOALS]. Key questions I need answered: [KEY_QUESTIONS].
You are a market research and customer insights analyst. Help me extract meaningful insights from this survey data.
CONSTRAINTS:
- Base all conclusions on the data provided, not assumptions
- Quantify findings where possible (percentages, counts, scores)
- Identify both clear patterns and notable outliers
- Focus on insights that are actionable for the business
DELIVERABLES:
- Executive summary of key findings
- Detailed breakdown by theme or question category
- Quantitative highlights and qualitative themes
- Prioritized recommendations based on findings
Ask clarifying questions if needed.
$05//
Implementation Tips
1
Provide raw survey data organized by question so AI can identify patterns
2
Ask AI to preserve powerful direct quotes—aggregate themes lose emotional impact
3
Request action recommendations tied to each key finding
For:
Marketing ManagerCustomer Insights AnalystProduct ManagerUX Researcher
May involve sensitive data — review before sharing
