Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAGO90504
GEL DOUCHE - NIVEA - POWER REFRESH - 250 ML - 3 en 1 - Sans alcool
longtail
3P
CORPS ET VISAGE
Last 4 weeks demand
0
▼ 100.0% vs prev 4w
Offer Stock
96
Σ Stock across 3 live offers (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 18
avg of last 30 sells · latest 2026-07-03
AAAGO90504
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 162 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?
GEL DOUCHE - NIVEA - POWER REFRESH - 250 ML - 3 en 1 - Sans alcool · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 97 units
Signals the model saw
- Cohort: longtail (735 days of history, 55 units sold over 52 weeks)
- Volatility (CV): 1.18 — moderate
- Recent trend: last 4w = 0 units · prev 4w = 19 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 5.5 units |
| Realistic forecast — next 4 weeks | 21.2 units |
| Realistic forecast — next 3 months | 71.7 units |
| Optimistic — next week | 10.7 units |
| Optimistic — next 4 weeks (reorder target) | 43.0 units |
| Optimistic — next 3 months (quarterly PO target) | 162.2 units |
| Legacy μ/wk (reorder pipeline) | 3.1 |
| Revenue exposure — optimistic, 3 months | MAD 3.0K |