TomorrowTue, 11 Aug
Expected sales81 units
Estimated revenueKsh 14,959
stok Business
Product × location forecasting · Sample data
Orange juice 1L: what should you expect next?
Every product is predicted separately at each location. Combine any scopes below to see one clear store total.
Show meOrange juice 1L across selected locations
Revenue uses each scope’s observed average sales value per unit.
Next 7 daysTue, 11 Aug – Mon, 17 Aug
Expected sales612 units
Estimated revenueKsh 113,194
Next 30 daysTue, 11 Aug – Wed, 9 Sept
Expected sales2,635 units
Estimated revenueKsh 487,458
Historical backtest score57%
Quantity-weighted across the selected product-location forecasts. This is a historical match score—not the probability that a future number is guaranteed.
1 reliable1 low-confidenceScope range 39%–100%
Directional estimate—use with caution
At least one selected scope has a low historical match or too little validation evidence. Its predicted values remain visible so you can compare them with actual sales and collect better history.
The next seven forecast days
Exactly what the model expects each day
Daily prediction chart
Up to 30 daily periodsExpected sales for every available day
Choose products and locations
Compare this product by location
The same product at two locations remains two separately validated forecast scopes.
Accuracy by product and location
Know which estimates deserve more trust
| Product | Location | Tomorrow | Next 7 days | Historical score | How to read it |
|---|---|---|---|---|---|
| Orange juice 1LJUICE-1L | Nairobi East | 21 units | 176 units | 100%16 validation days | Strong historical match |
| Orange juice 1LJUICE-1L | Kisumu Central | 60 units | 436 units | 39%16 validation days | Low historical match |
Improve future forecasts
inventory availability, more stable sales history.