CASE STUDY // FASHION RETAIL

Superbalist

Stella by Superbalist

A conversational AI layer for personalised product discovery

Superbalist partnered with Cerebral Circuit to explore how conversational AI could extend an already strong ecommerce experience - adding a more interactive, personalised way for customers to discover products.

CLIENT

Superbalist

SECTOR

Fashion retail

CHANNEL

WhatsApp

LAYER

Product discovery

Stella by Superbalist WhatsApp shopping conversation

THE OPPORTUNITY

Introduce a guided discovery layer

for moments where customers are

exploring rather than searching,

preferences are nuanced, and

inspiration matters as much as

intent.

THE SOLUTION

Stella lets users describe what they

want in their own words and receive

tailored product suggestions in

return.

01

Intent

Customer

describes need in

natural language.

02

Clarify

Stella asks for

useful

preferences such

as size or

material.

03

Match

The request is

narrowed against

catalogue

context.

04

Act

Products are

returned with

clear next steps.

1

Staged rollout

2

Live interaction testing

3

Behaviour-led refinement

High

daily

engagement

indicators

Multi-step

interactions

across sessions

Personalised

discovery across a

large catalogue

Insight

into intent

and

preference

Search

complements

existing

journeys

The most effective ecommerce experiences will not replace what works - they will build on it.

cerebralcircuit.ai

CASE STUDY // FASHION RETAIL