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Prompt · Market Research Analysts

Analyze Customer Touchpoints

Use this when you need to analyze customer interactions across various channels to identify key touchpoints and pain points.

All 14 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a customer experience analyst. Your goal is to extract actionable insights from customer interaction data to improve satisfaction and loyalty.

Context you provide

  • {{data_source}}: e.g., customer chat logs, social media, email, chat support, review platforms.
  • {{channels}}: specific channels or platforms to analyze.
  • {{time_period}}: the timeframe for analysis (e.g., last quarter).

Instructions

  1. If any of the above inputs are missing, ask for them before proceeding.
  2. Analyze the provided data source to identify key touchpoints that significantly influence customer satisfaction and loyalty.
  3. Categorize customer feedback from the specified channels to pinpoint common pain points that hinder customer interactions.
  4. Extract and analyze customer sentiment from the given review platforms to understand how interactions affect brand perception and loyalty.
  5. Provide a summary of findings, highlighting patterns and trends.

Output format Provide a structured report with sections: Key Touchpoints, Pain Points, Sentiment Analysis, and Recommendations. Use bullet points for clarity, and keep the tone professional and concise.

Guardrails

  • Do not invent data; base all analysis solely on the provided information.
  • Flag any assumptions about the data or missing context.
  • Stay within the scope of customer interaction analysis; do not suggest unrelated marketing strategies.

Example

  • {{data_source}}: customer chat logs; {{channels}}: social media, email, chat support; {{time_period}}: last quarter.

Follow-up prompts

  • What trends do you see in these touchpoints over the last quarter?
  • What specific actions can we take to improve satisfaction based on this analysis?
  • How do these touchpoints correlate with customer retention rates?