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37Subscription Box

Curated Club

A personalization engine that turned a generic subscription box into a curated experience.

5/5
Subscriber satisfaction
6%
Monthly churn (from 22%)
3x
Subscriber base
Growth trajectory — Monthly churn rate
Before: 1.0%After: 6%
01The Challenge

A subscription box service with 20K subscribers but high churn (22% monthly) and declining satisfaction. Every subscriber got the same box. No personalization, no preference system, and retention was a losing battle.

02The Solution

Built a personalization platform with AI-powered curation, subscriber preference profiles, and a self-service customization portal that made every box feel hand-picked.

03The Outcome

Monthly churn dropped from 22% to 6%, subscriber satisfaction hit 4.8/5, and the service scaled to 60K subscribers without adding curation staff.

04What we built

We built a personalization platform where AI curated each box based on subscriber preferences, past ratings, lifestyle data, and seasonal relevance. A subscriber preference profile evolved with each delivery, learning from ratings and swaps. A self-service portal let subscribers customize their box, swap items, and set preferences. An analytics dashboard tracked satisfaction, churn risk, and curation quality in real time.

AI-powered box curation
Evolving subscriber preference profiles
Self-service customization portal
Automated swap & rating system
Satisfaction & churn analytics
05Build sequence
01
Week 1-2: Subscription & satisfaction audit
02
Week 3-5: AI curation & profile build
03
Week 6-8: Portal & swap system
04
Week 9-12: Analytics & rollout
Total timeline12 weeks

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