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Template·Text & Data

Themes Across Customer Feedback

Name: NodeTool
Author: NodeTool

Raw feedback becomes named themes with counts and a representative verbatim each. The verbatim is what makes the theme arguable rather than asserted.

Download NodeTool How to run it

Input

Love the coffee, wish there was a smaller bag. Delivery tracking would help. Great flavour and easy cancellation. The bag is too big for one person. Please send a tracking email.

1) Product quality (positive) — ~2 comments  
   Representative quote: "Love the coffee"

2) Bag size / packaging too large — ~2 comments  
   Representative quote: "The bag is too big for one person."

3) Delivery tracking / shipping updates requested — ~2 comments  
   Representative quote: "Please send a tracking email."

4) Easy cancellation / subscription management — ~1 comment  
   Representative quote: "easy cancellation."

The workflow

Data flow3 nodes

String Input

input

Agent

agents

gpt-5-mini

Output

output

Nodes in this workflow

3 nodes · 3 types

Agent
nodetool.agents.Agent
Output
nodetool.output.Output
String Input
nodetool.input.StringInput

How to run it

01
Download NodeTool Studio
Install the free desktop app for macOS, Windows, or Linux. It runs on your own machine, no account required to start.
02
Open the Themes Across Customer Feedback template
Browse the built-in template library inside Studio and open this workflow onto the canvas. Every node is already wired up.
03
Add your keys
Connect the providers this workflow uses (Agent). Bring your own keys — you pay the provider directly.
04
Run and remix
Hit Run to execute the graph and watch results stream in. Swap models, edit prompts, or rewire nodes to make it yours.