Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAABN85839
Aspirateur balai sans fil - Taurus - CROSSBACK DIGITAL GLOW - 22.2V - Autonomie 35 min
midtail
1P + 3P
ENTRETIEN DES SOLS - ENTRETIEN DE LA MAISON
Last 4 weeks demand
29
▼ 40.8% vs prev 4w
Offer Stock
154
Σ Stock across 2 live offers (1P + 3P) · 2026-08-05
1P stock
140
≈ 23.7 weeks of cover · MARJANEMALL · 2026-08-05
Unit price
MAD 907
avg of last 30 sells · latest 2026-08-02
AAABN85839
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 348 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?
Aspirateur balai sans fil - Taurus - CROSSBACK DIGITAL GLOW - 22.2V - Autonomie 35 min · in the midtail cohort · last 4 weeks 29 units, trending down -40.8% · on-hand 141 units
Signals the model saw
- Cohort: midtail (840 days of history, 655 units sold over 52 weeks)
- Volatility (CV): 1.19 — moderate
- Recent trend: last 4w = 29 units · prev 4w = 49 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 14.9 units |
| Realistic forecast — next 4 weeks | 54.8 units |
| Realistic forecast — next 3 months | 166.5 units |
| Optimistic — next week | 20.1 units |
| Optimistic — next 4 weeks (reorder target) | 84.8 units |
| Optimistic — next 3 months (quarterly PO target) | 347.9 units |
| Legacy μ/wk (reorder pipeline) | 7.9 |
| Revenue exposure — optimistic, 3 months | MAD 315.4K |