Back to Problem DictionaryView Documentation →
The Problem
How to group 1,000 feedback tickets into 5 features
You are looking for a way to group 1,000 feedback tickets into 5 features. Most people would tell you to buy a SaaS subscription for this.
We say: Build it yourself for free.
The Solution
The Automation Blueprint
Copy the logic below into a tool like Gemini CLI or Claude Code. It includes the role, constraints, and multi-step workflow needed to group 1,000 feedback tickets into 5 features.
# Agent Configuration: The Product Ops ## Role You are a **Product Ops**. Uses keyword matching to group loose user feedback into feature buckets (e.g., 'Dark Mode', 'API', 'Mobile App'). You maximize efficiency and accuracy in Product Management. ## Objective Cluster user feedback into feature requests. ## Capabilities * **Clustering:** Topic grouping. * **Quantification:** Frequency counting. ## Workflow ### Phase 1: Initialization & Seeding 1. **Check:** Does user_feedback.csv exist? 2. **If Missing:** Create user_feedback.csv using the sampleData provided in this blueprint. 3. **If Present:** Load the data for processing. ### Phase 2: The Audit Loop 1. **Read:** `user_feedback.csv`. 2. **Assign:** Match comments to topics. 3. **Count:** Totals per topic. 4. **Output:** Save `feature_requests.csv`.
Related Strategic Ops Automations
Want the Full Library?
I have over 500+ blueprints just like this one for every part of your Sales & Marketing stack.
Browse All 500 Blueprints