Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAACB34388
Porte Manteau Portant Vêtements Penderie avec étagère de Rangement Chaussures
longtail
3P
MEUBLE DE CHAMBRE
Last 4 weeks demand
3
▼ 88.0% vs prev 4w
Offer Stock
7
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 245
avg of last 30 sells · latest 2026-07-29
AAACB34388
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 147 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?
Porte Manteau Portant Vêtements Penderie avec étagère de Rangement Chaussures · in the longtail cohort · last 4 weeks 3 units, trending down -88.0% · on-hand 7 units
Signals the model saw
- Cohort: longtail (826 days of history, 133 units sold over 52 weeks)
- Volatility (CV): 0.83 — moderate
- Recent trend: last 4w = 3 units · prev 4w = 25 units
- Stockouts (last 13 weeks): 1 week → past demand likely understated
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 2.9 units |
| Realistic forecast — next 4 weeks | 13.2 units |
| Realistic forecast — next 3 months | 63.9 units |
| Optimistic — next week | 5.3 units |
| Optimistic — next 4 weeks (reorder target) | 27.1 units |
| Optimistic — next 3 months (quarterly PO target) | 146.7 units |
| Legacy μ/wk (reorder pipeline) | 2.8 |
| Revenue exposure — optimistic, 3 months | MAD 35.9K |