PricePoint Dynamics
An interactive dashboard for the UK supermarket competitive landscape.
UK grocery prices shift constantly across five major retailers, with no easy way to compare true costs, spot which store moves first, or know what a product will cost tomorrow. This dashboard turns 9.5m raw price records into a live intelligence layer that answers exactly that — built end-to-end, from data pipeline to a trained, explainable machine learning model.
Ingest
9.5M+ daily prices from 5 major retailers
Match
AI links the same product across every store
Predict & explain
A trained model forecasts prices, transparently
Project highlights
Total price records analysed
9.5m
Comparable products identified
68.6k
Price prediction model accuracy
£0.15
Average error (MAE) · R² 0.965 · trained on 5.2m rows