Ecommerce

Predict customer behaviour and optimise the shopping journey

Ecommerce success hinges on understanding your customers: who will buy, who will churn, what they'll purchase next. xplainable helps online retailers predict customer behaviour with transparent ML models so you can personalise experiences, reduce churn, and maximise lifetime value.

Churn Predictions
CustomerSegmentRiskLast Order
OH
Olivia Hart
Premium
12%
3d ago
LT
Liam Torres
Standard
72%
28d ago
NP
Nina Patel
Premium
8%
1d ago
JM
Jake Morris
Standard
85%
45d ago
SB
Sophie Bell
Loyalty
23%
12d ago
RC
Ryan Cole
Standard
67%
31d ago
MZ
Mia Zhang
Loyalty
15%
5d ago
ER
Ethan Ross
Standard
91%
60d ago
Scenario Analysis

Liam Torres — Standard

Current churn risk72%
Apply 15% discount
Free delivery
Priority support
Predicted risk
34%-38pts
⚠️Challenges

If you're experiencing...

High Cart Abandonment

Shoppers add items to their cart but never complete checkout. You don't know why they leave or how to bring them back.

Customer Churn

Once-loyal customers stop buying. By the time you notice, they've already moved to competitors. Reactive retention is too late.

Generic Marketing

Everyone gets the same emails, same offers, same experience. Without personalisation, engagement drops and unsubscribes rise.

Inventory Guesswork

You overstock slow-movers and run out of bestsellers. Demand forecasting is based on spreadsheets and hunches, not predictive models.

Unknown Customer Lifetime Value

You treat all customers equally, but some are worth 10x more than others. Without CLV predictions, acquisition spend is poorly allocated.

Solution

We can help!

xplainable brings transparent ML to your ecommerce data. Predict which customers will churn, what products they'll buy next, and how much they're worth over time. Our models explain their reasoning, showing merchandisers why a product is trending, or telling marketers which behaviours signal churn risk. Make data-driven decisions with confidence.

Predict churn, next purchase, and customer lifetime value
Explain why each prediction is made with full transparency
Integrate with your existing data warehouse and marketing tools
Deploy models in days, iterate as your business evolves
Benefits

With xplainable you will have...

Proactive Churn Prevention

Identify at-risk customers before they leave. Trigger retention campaigns when churn probability spikes, not after they're gone.

Personalised Recommendations

Predict what each customer wants next. Power product recommendations with transparent models that explain affinity drivers.

Optimised Marketing Spend

Know which customers are worth acquiring and retaining. Allocate budget to high-CLV segments and reduce waste on low-value cohorts.

Better Demand Forecasting

Predict product demand with explainable models. Understand which factors drive sales so you can stock smarter.

Faster Decision Cycles

Get from question to insight in hours, not weeks. Auto-train models on your data and iterate as market conditions change.

🚀Get Started

Ready to understand your customers?

See how xplainable can help you predict behaviour, reduce churn, and grow lifetime value.