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Themes Across Customer Feedback

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

Themes Across Customer Feedback — example output from the NodeTool workflow

The workflow

Workflow Editor
String Input
Agent
Prompt
Text
gpt-5-mini
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

  1. 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.

  2. 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.

  3. 03

    Add your keys

    Connect the providers this workflow uses (Agent). Bring your own keys — you pay the provider directly.

  4. 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.

Run Themes Across Customer Feedback on your machine

Free, open source, and yours to run. Download Studio, open the template, and run it with your own keys.