Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · ESS1741039793787
Essence - Spray Fixateur de Maquillage Fix & Last 18h -
midtail
3P
MAQUILLAGE VISAGE - CORPS
Last 4 weeks demand
8
▼ 52.9% vs prev 4w
Offer Stock
2
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 43
avg of last 30 sells · latest 2026-08-01
ESS1741039793787
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 135 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?
Essence - Spray Fixateur de Maquillage Fix & Last 18h - · in the midtail cohort · last 4 weeks 8 units, trending down -52.9% · on-hand 2 units
Signals the model saw
- Cohort: midtail (308 days of history, — units sold over 52 weeks)
- Volatility (CV): 0.72 — moderate
- Recent trend: last 4w = 8 units · prev 4w = 17 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 6.2 units |
| Realistic forecast — next 4 weeks | 21.9 units |
| Realistic forecast — next 3 months | 68.5 units |
| Optimistic — next week | 10.7 units |
| Optimistic — next 4 weeks (reorder target) | 40.1 units |
| Optimistic — next 3 months (quarterly PO target) | 134.7 units |
| Legacy μ/wk (reorder pipeline) | 3.3 |
| Revenue exposure — optimistic, 3 months | MAD 5.7K |