Ops · n8n

Cluster Customer Feedback Into Themes for Your Product Roadmap

Turn scattered feedback into direction — collect requests from every channel, let AI cluster them into themes, and rank by frequency for your roadmap.

difficulty Advancedsetup 45 minresult Product decisions are driven by clustered, ranked customer feedback instead of the loudest voice.
  1. 1

    Collect Feedback

    Add a Schedule Trigger and pull tagged feedback from Intercom, plus other sources if you have them.

  2. 2

    Cluster With AI

    Add an OpenAI node grouping the raw feedback into a small set of clear themes with example quotes.

  3. 3

    Rank by Frequency

    Add a Code node counting how many pieces of feedback fall into each theme.

  4. 4

    Update the Roadmap Board

    Add a Notion node writing or updating each theme with its count and examples.

  5. 5

    Activate and Test

    Activate the workflow and run it over recent feedback. Confirm the themes and rankings make sense.

Frequently asked questions

How often should I run it?

Weekly keeps the roadmap fresh without overreacting to daily noise.

Can I tie themes to revenue?

Weight themes by the account value of who requested them so high-value needs surface appropriately.

About this recipe. Recipes on FlowRecipesHub are written for business owners, not developers, and are tested before publishing — how recipes get made. Some ingredient links are affiliate links that cost you nothing — full disclosure.