mazdek
E-Commerce & Shop • E-Commerce

Subscription Box Curator

AI-curated subscription boxes individually assembled for each customer — based on preferences, feedback, and purchase behaviour.

67% fewer cancellations
Personalisation ML Subscription Recommendation

67%

Fewer Cancellations

4.7/5

Avg. Satisfaction

23%

Higher LTV

< 5%

Return Rate

About this Solution

How does the Subscription Box Curator work?

The Subscription Box Curator revolutionises the subscription box business. Instead of all customers receiving the same box, our agent assembles an individual selection for each subscriber.

The agent analyses customer profiles, past ratings, returns, and implicit signals like time spent on product pages. It also considers seasonal trends, inventory levels, and margin targets.

The result: customers receive products that truly delight them. Fewer returns, higher satisfaction, and longer subscription lifetimes — whilst optimising your inventory.

Features

What this agent can do

Personalised Curation

Each box is individually assembled — based on over 50 data points per customer.

Feedback Integration

Learns from every rating and automatically adjusts future boxes.

Inventory Optimisation

Integrates stock levels and expiry dates for minimal waste.

Surprise Factor

Balances between known favourites and surprising new discoveries.

Examples

How it works in practice

1

Beauty Box

"Customer has fair skin, dislikes strong fragrances, loves natural cosmetics."

Agent curates box with matching skincare products, subtle perfume, and certified natural cosmetics.

2

Snack Box

"Customer is vegan, lactose intolerant, and loves spicy food."

Box contains only vegan, lactose-free products focusing on spicy snacks — no allergens.

3

Book Box

"Reader likes fantasy but has already read the latest bestseller."

Agent selects similar titles not yet purchased and adds matching merchandise.

FAQ

Frequently Asked Questions

How does the system capture customer preferences?
Through an interactive onboarding quiz, feedback on past boxes, purchase history, and implicit signals like click behaviour and time spent.
What happens with allergies or intolerances?
Critical information like allergies is treated as priority. The agent categorically excludes affected products — no compromises.
How is it prevented that customers receive duplicates?
The system tracks all previous boxes and prevents repetitions within a configurable time period.
Can I as a business push certain products?
Yes, you can define promotions that the agent includes for suitable customers. It pays attention to relevance to not jeopardise satisfaction.

Interested in this solution?

Let's discuss how the Subscription Box Curator can personalise your subscription boxes.

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