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Examples for Customer Feedback Theme Analyzer
Explore real-world examples showing how this skill works with different inputs and outputs.
AI Code Review Tool Product-Market Fit Assessment
Analyzes 32 feedback items from user interviews and NPS for CodeBuddy AI code review tool at 4 months post-launch. Demonstrates PMF assessment methodology including churn analysis (4 churned users due to missing integrations), validated hypotheses (AI quality, security, speed), critical gaps identification, and prioritized 6-month roadmap.
E-commerce Platform Multi-Source Crisis Analysis
Analyzes 35 feedback items from reviews, support tickets, NPS, and feature requests for ShopFlow e-commerce platform. Demonstrates crisis identification (Shopify sync outage), strength recognition (analytics features), integration demand assessment, and business impact analysis with prioritized action plan.
Project Management SaaS Support and NPS Analysis
Analyzes 32 feedback items from support tickets and NPS surveys for a project management tool. Demonstrates theme identification for bugs (PDF export, mobile crashes), feature requests (Slack integration, Kanban swimlanes), and urgency-based prioritization with sprint recommendations.