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Customer story 02Anonymous nutrition brand

From first purchase to repeat customer

Granular product, cohort, and journey analysis helped a growing D2C team understand conversion and retention across markets and purchase models.

Read the story
30%+
new-customer conversion in some markets
-15%
weekly subscription cancellations

The customer

A growing business with a specific customer question.

A nutrition brand had expanded from a focused product offering into multiple categories, markets, and purchase models.

Its growth team needed more granular insight than a single conversion number could provide.

The challenge

The business problem behind the headline.

Products, countries, marketing channels, subscriptions, one-time purchases, and content paths all shaped customer behaviour differently.

Without detailed cohorts and funnels, the team could not reliably see which journeys supported acquisition, repeat purchase, or subscription retention.

Inside the workflow

Compare retention across customer cohorts

CX

Retention · Customer cohorts

Illustrative Cxorbi product view

Weekly retention

First purchase · Rolling

WeeklyMonthly
CohortW0W1W2W3W4
Jul 07100%46%31%24%19%
Jul 14100%49%35%27%-
Jul 21100%43%32%--
Jul 28100%51%---

Compare segments: subscription, one-time purchase, market, and acquisition channel.

Cohort analysis makes the return pattern after a first purchase visible across weeks, markets, and purchase models.

The approach

From customer signal to a measurable decision.

  1. 1

    Build cohorts for first-time, repeat, subscription, and one-time customers.

  2. 2

    Compare products, countries, acquisition channels, and content paths before purchase.

  3. 3

    Investigate login, payment, delivery, and subscription-management friction in affected sessions.

  4. 4

    Ask customers directly when observed behaviour cannot explain a retention pattern.

  5. 5

    Track time to second order, repeat-purchase rate, retention, and cancellation after each intervention.

The results

Conversion increased while cancellations fell.

New-customer conversion improved by more than 30% in selected markets, while weekly subscription cancellations fell by 15%.

  • New-customer conversion increased by more than 30% in selected markets.
  • Weekly subscription cancellations decreased by 15%.
  • The team gained a clearer view of which products, markets, and purchase models supported repeat behaviour.
30%+
new-customer conversion in some markets
-15%
weekly subscription cancellations

The Cxorbi workflow

Apply the same decision pattern to your own customer journey.

  1. Define customer cohorts around the first purchase and purchase model.
  2. Compare the journeys of customers who return with those who do not.
  3. Investigate the experience friction concentrated in weaker cohorts.
  4. Measure retention and repeat-purchase movement after acting on the signal.

Understand what separates customers who stay from those who leave.

Bring purchase, behavioural, and experience signals together around one retention question.

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