Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAABL77602
Bouteille de Pulvérisation d'Huile de Cuisine en Acier Inoxydable - 100ml
hero
3P
ACCESSOIRE DE CUISINE
Last 4 weeks demand
13
▲ 333.3% vs prev 4w
Offer Stock
40
Σ Stock across 1 live offer (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 13
avg of last 30 sells · latest 2026-08-02
AAABL77602
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 348 units.
Actual
Realistic forecast
Optimistic
Out of stock
Price history
Weekly qty-weighted average (MAD) of every non-null price/cost column in the OrderBook for this SKU. Click a legend entry to hide/show a line.
Why this forecast?
Bouteille de Pulvérisation d'Huile de Cuisine en Acier Inoxydable - 100ml · in the hero cohort · last 4 weeks 13 units, trending up +333.3% · on-hand 40 units
Signals the model saw
- Cohort: hero (833 days of history, 1,224 units sold over 52 weeks)
- Volatility (CV): 1.76 — high (lumpy)
- Recent trend: last 4w = 13 units · prev 4w = 3 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 6.6 units |
| Realistic forecast — next 4 weeks | 28.2 units |
| Realistic forecast — next 3 months | 120.4 units |
| Optimistic — next week | 14.0 units |
| Optimistic — next 4 weeks (reorder target) | 64.2 units |
| Optimistic — next 3 months (quarterly PO target) | 348.4 units |
| Legacy μ/wk (reorder pipeline) | 4.5 |
| Revenue exposure — optimistic, 3 months | MAD 4.7K |