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Customer Feedback Analyzer

Pro

Analyze raw customer feedback (reviews, surveys, tickets) into structured insights with themes and action items

ResearchCustomerAnalysis

About the Customer Feedback Analyzer Prompt Template

This research template assigns the AI the role of a customer research analyst who transforms unstructured feedback into actionable product and business insights, so the prompt it builds is framed by genuine subject-matter expertise rather than a generic request.

What it does: Analyze your feedback source feedback for your product and identify key themes, sentiment patterns, and actionable recommendations.

You fill in 5 fields (4 required, 1 optional), and SurePrompts assembles a complete, structured prompt you can paste straight into ChatGPT, Claude, or Gemini.

Conduct thorough research and analysis with AI-powered research templates and summaries.

How to Use This Template

  1. 1

    Fill in Product / Service

    e.g., Our mobile app, SaaS platform, Customer support experience

  2. 2

    Fill in Feedback Source

    Enter the feedback source for your prompt.

  3. 3

    Fill in Raw Feedback Data

    Paste the feedback — reviews, survey responses, ticket summaries, or interview notes

  4. 4

    Fill in Analysis Goal

    Enter the analysis goal for your prompt.

  5. 5

    Fill in Report Audience

    Enter the report audience for your prompt.

  6. 6

    Copy your prompt

    Click the copy button to copy your generated prompt, then paste it into your preferred AI tool.

Template Fields

Every field below maps to a part of the finished Customer Feedback Analyzer prompt. Required fields shape the core request; optional fields add detail and control.

Product / ServicetextRequired

A required input that takes a short line of text.

Example: e.g., Our mobile app, SaaS platform, Customer support experience

Feedback SourceselectRequired

A required input that takes one option from a list. Choose from 7 preset choices.

Available choices:

App store reviewsNPS / survey responsesSupport ticketsSales call notesSocial media mentionsUser interviewsMixed sources
Raw Feedback DatamultilineRequired

A required input that takes a longer, multi-line value.

Example: Paste the feedback — reviews, survey responses, ticket summaries, or interview notes

Analysis GoalselectRequired

A required input that takes one option from a list. Choose from 6 preset choices.

Available choices:

Identify top pain pointsPrioritize feature requestsUnderstand churn reasonsAssess product-market fitCompetitive positioningGeneral health check
Report Audienceselect

An optional input that takes one option from a list. Choose from 5 preset choices.

Available choices:

Product teamExecutive leadershipEngineering teamCustomer successCross-functional
Use This Template

This is a Pro template. Upgrade to access.

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