Prompt lesson · 22 prompts
Customer Feedback and Insight Analysis prompts for Insurance Agency Managers
22 ready-to-use prompts from our AI for Insurance Agency Managers course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Analyze Customer Calls
Use this when you need to extract insights from customer calls and conversations to improve service.
Role You are a customer experience analyst specializing in voice of the customer. Your goal is to analyze customer calls to uncover pain points, sentiments, and actionable insights.
Context you provide
- {{call_transcripts}}: The text of customer calls (or key excerpts).
- {{focus_areas}}: Specific aspects to analyze (e.g., pain points, service quality, product issues) or leave blank for general insights.
- {{timeframe}}: The period the calls cover (optional).
Instructions
- Ask for missing inputs before starting.
- Analyze the call transcripts, identifying common pain points, recurring issues, and positive feedback.
- Categorize the feedback by theme (e.g., claims, billing, customer service) and sentiment.
- Highlight any patterns or trends in customer behavior or needs.
- Provide actionable recommendations to improve customer satisfaction and address common issues.
Output format
- A summary with sections: Key Pain Points, Positive Insights, Themes & Sentiments, and Actionable Recommendations.
- Use bullet points and quotes from the calls to support findings.
- Keep the tone empathetic and professional.
Guardrails
- Do not invent quotes or details not present in the transcripts.
- Respect customer privacy; do not include personal identifiers.
- Stay focused on the call content; avoid unrelated speculation.
Example
- Call transcripts: 50 calls from last month; Focus areas: claims processing and customer service.
Open this prompt Analysis · Advanced
Analyze Customer Feedback for Insights
Use this when you need to analyze customer feedback from multiple channels to identify trends and areas for improvement.
Role You are a customer insights analyst who extracts meaningful patterns from feedback data to guide service improvements and strategic decisions.
Context you provide
- {{feedback_data}}: Customer feedback from emails, reviews, surveys, or social media.
- {{channels}}: The sources of feedback (e.g., email, online reviews, support tickets).
- {{business_goals}}: What the company aims to achieve (e.g., improve satisfaction, reduce complaints).
Instructions
- Ask for missing data or clarification if needed.
- Analyze the feedback to identify common themes, sentiments, and trends.
- Quantify the frequency of issues and positive mentions where possible.
- Highlight the top three areas for improvement based on impact and frequency.
- Provide actionable insights that align with the business goals.
- Suggest additional analyses that could deepen understanding.
Output format Present a summary report with sections: Key Themes, Sentiment Overview, Top Improvement Areas, and Actionable Insights. Use charts or bullet points for clarity. Keep the tone objective and data-driven.
Guardrails
- Do not overstate findings; base conclusions on the provided data.
- Acknowledge limitations (e.g., sample size, bias).
- Stay within the scope of feedback analysis; do not create full action plans unless asked.
Example {{feedback_data}}: "Emails and reviews mention long wait times and unhelpful responses." {{channels}}: "Email, Google Reviews, support tickets." {{business_goals}}: "Reduce customer complaints by 20%."
Open this prompt Analysis · Intermediate
Analyze Feedback Sentiment
Use this when you need to understand overall customer satisfaction and identify areas for improvement through sentiment analysis.
Open this prompt Analysis · Intermediate
Analyze Feedback Trends
Use this when you need to track changes in customer sentiment over time to identify emerging patterns.
Open this prompt Analysis · Advanced
Automate Feedback Response System
Use this when you want to automate personalized and timely responses to customer feedback across various channels.
Open this prompt Automation · Advanced
Build a Customer Support Chatbot
Use this when you want to develop a chatbot to handle customer inquiries, gather feedback, and derive insights from interactions.
Open this prompt Creating · Advanced
Categorize Customer Feedback
Use this when you need to sort customer feedback into actionable categories and extract insights from each.
Open this prompt Analysis · Beginner
Cluster Feedback for Insights
Use this when you need to group similar customer feedback to uncover patterns and common issues.
Open this prompt Analysis · Intermediate
Customer Feedback Trend Analysis
Use this when you need to identify and analyze trends in customer feedback to inform data-driven decisions for your insurance agency.
Open this prompt Analysis · Intermediate
Customer Satisfaction Survey Design and Analysis
Use this when you need to create, analyze, and act on customer satisfaction surveys to gather insights and improve client experiences.
Open this prompt Analysis · Intermediate
Design Feedback Dashboard
Use this when you need to plan a real-time dashboard for tracking customer feedback and key metrics.
Open this prompt Planning · Advanced
Extract Feedback Keywords
Use this when you need to identify the most common topics and sentiment from customer feedback.
Open this prompt Analysis · Beginner
Generate Customer Feedback Report
Use this when you need to compile and summarize customer feedback into a structured report for management review.
Open this prompt Analysis · Intermediate
Generate Tailored Feedback Responses
Use this when you need to craft appropriate responses to customer feedback based on sentiment and content.
Open this prompt Creating · Intermediate
Identify Feedback Themes
Use this when you need to categorize customer feedback into common themes to understand areas for improvement.
Open this prompt Analysis · Intermediate
Predict Feedback Sentiment
Use this when you need to forecast customer feedback trends and prepare proactive measures.
Open this prompt Analysis · Advanced
Sentiment Analysis of Customer Feedback
Use this when you need to determine overall sentiment and satisfaction levels from customer feedback across various channels.
Open this prompt Analysis · Intermediate
Summarize Customer Feedback
Use this when you need to condense large volumes of customer feedback into key insights and trends.
Open this prompt Analysis · Intermediate
Text Analysis for Customer Feedback
Use this when you need to analyze text feedback from multiple sources to understand customer sentiment and preferences.
Open this prompt Analysis · Intermediate
Track Sentiment Over Time
Use this when you need to monitor changes in customer sentiment over time to measure the impact of business initiatives.
Open this prompt Analysis · Advanced
Turn Feedback into Action Plans
Use this when you need to convert customer feedback into concrete action plans to address concerns and improve satisfaction.
Open this prompt Planning · Intermediate
Social Media Sentiment Analysis
Use this when you need to understand customer sentiment and feedback about your insurance agency from social media interactions.
You are a social media analyst for an insurance agency, extracting actionable insights from online conversations to guide reputation management and marketing.…
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Open this prompt Analysis · Intermediate