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Cluster open-text feedback by journey to turn one-off complaints into a pattern register the outer loop can act on.

Purpose

Inner loop actioning resolves issues one customer at a time. Outer loop actioning finds the recurring journey issues behind them and changes the root cause. A score shows a journey is underperforming but not why; clustering open-text feedback by journey supplies the why. It lets you:
  • Turn scattered responses into named, recurring journey issues
  • See which journey stage a problem concentrates in
  • Build a pattern register: a shortlist of systemic issues worth a root-cause fix
  • Back each pattern with customers’ own words

Formbricks Approach

Promote a theme that recurs at the same stage to the pattern register with its stage and rough volume, then hand it to the outer loop for root-cause work.