Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · GIL3518646128103
78766 Gilbert Liniderm Liniment Oléo-Calcaire Certifié Bio 1 l
midtail
3P
HYGIENE BEBE
Last 4 weeks demand
3
▼ 81.2% vs prev 4w
Offer Stock
302
Σ Stock across 9 live offers (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 139
avg of last 30 sells · latest 2026-07-28
GIL3518646128103
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 144 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?
78766 Gilbert Liniderm Liniment Oléo-Calcaire Certifié Bio 1 l · in the midtail cohort · last 4 weeks 3 units, trending down -81.2% · on-hand 356 units
Signals the model saw
- Cohort: midtail (1232 days of history, 225 units sold over 52 weeks)
- Volatility (CV): 0.64 — moderate
- Recent trend: last 4w = 3 units · prev 4w = 16 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 3.6 units |
| Realistic forecast — next 4 weeks | 16.1 units |
| Realistic forecast — next 3 months | 70.4 units |
| Optimistic — next week | 5.7 units |
| Optimistic — next 4 weeks (reorder target) | 29.3 units |
| Optimistic — next 3 months (quarterly PO target) | 143.6 units |
| Legacy μ/wk (reorder pipeline) | 3.3 |
| Revenue exposure — optimistic, 3 months | MAD 20.0K |