Customer Segmentation

Different customers. Different approaches.

Discover customer groups from buying patterns. Use their profiles to plan more relevant messaging, offers and retention.

Illustrative segments workflowDifferent patterns. Different groups.Purchase frequencyCustomer profilesSpending patterns

What you bring.

  • Customer-level CSV or Shopify order data
  • Useful customer or behavioural attributes
  • Enough complete, varied records

What you get.

  • Customer groups and cluster profiles
  • Model evaluation, report and artifacts

From data to a decision.

  1. Group

    Train an unsupervised clustering model.

  2. Compare

    Inspect what distinguishes each group.

  3. Decide

    Choose an approach and measure its results.

Explore this in KINLU Predict.

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