Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAWA47174
Ventilateur de climatiseur portable Design compact et puissant
longtail
3P
TRAITEMENT DE L AIR
Last 4 weeks demand
1
▼ 93.3% vs prev 4w
Offer Stock
48
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 142
avg of last 30 sells · latest 2026-08-02
AAAWA47174
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 148 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?
Ventilateur de climatiseur portable Design compact et puissant · in the longtail cohort · last 4 weeks 1 units, trending down -93.3% · on-hand 48 units
Signals the model saw
- Cohort: longtail (392 days of history, 22 units sold over 52 weeks)
- Volatility (CV): 1.52 — high (lumpy)
- Recent trend: last 4w = 1 units · prev 4w = 15 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 2.9 units |
| Realistic forecast — next 4 weeks | 13.6 units |
| Realistic forecast — next 3 months | 61.8 units |
| Optimistic — next week | 5.5 units |
| Optimistic — next 4 weeks (reorder target) | 29.2 units |
| Optimistic — next 3 months (quarterly PO target) | 148.1 units |
| Legacy μ/wk (reorder pipeline) | 2.6 |
| Revenue exposure — optimistic, 3 months | MAD 21.0K |