Effective Recommendation System With Machine Learning for Ecommerce

Countr shopping app.

The client

Countr app.

Countr makes shopping a social activity. It gives people recommendations they can trust, somewhere to show their own style, and a way to earn money doing it.

Its founder built the product around style tribes formed from users’ interests and preferences: shopping alongside friends, finding inspiration, showing taste, exchanging recommendations, and earning from the content created along the way.

The challengeWhat the teams actually needed

Netguru joined the team early in 2018, at a point where the alpha build needed reorganising from the ground up.

Challenge 01An alpha that needed restructuring

The existing version required reorganising before anything could be built on top of it.

Challenge 02Recommendations that work

The whole proposition rests on a recommendation system people actually trust.

Challenge 03Knowing what is working

The product needed the right metrics tracked, which had not been established.

Countr app screens.

What we did

An alpha reorganised into a product

A code review and a scoping session gathered what was needed, and design work began on a product matching the client’s vision.

Area 01 · Review

Discovery

Code and scope first

An initial code review and scoping session collected the data the team needed before proposing anything.

Area 02 · Metrics

Analytics

Tracking what matters

Solutions were recommended for tracking the metrics that actually describe how the product is doing.

Area 03 · Architecture

Engineering

A better structure

A stronger app architecture was recommended and the existing one restructured toward it.

Area 04 · Design

Product design

Effective, not decorative

Design work went into what would make the social shopping experience work, across a network of more than 160 retailers.

Client testimonial

Getting this app up and running was not easy. We're super thrilled to work with Netguru. The team have been fantastic on that front. Making this platform look the way it looks now was one of our biggest goals.

Manon Roux

Founder of Countr

What’s next

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