Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AABKX69429
LUXUS – Aspirateur Sans Sac – CleanPro – 1000 W, 1,5 L – Noir
midtail
1P
ENTRETIEN DES SOLS - ENTRETIEN DE LA MAISON
Last 4 weeks demand
18
▲ 28.6% vs prev 4w
Offer Stock
5
Σ Stock across 1 live offer (1P + 3P) · 2026-10-02
1P stock
5
≈ 0.9 weeks of cover · MARJANEMALL · 2026-10-02
Unit price
MAD 232
avg of last 30 sells · latest 2026-09-28
AABKX69429
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 238 units.
Actual
Realistic forecast (p50)
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?
LUXUS – Aspirateur Sans Sac – CleanPro – 1000 W, 1,5 L – Noir · in the midtail cohort · last 4 weeks 18 units, trending up +28.6% · on-hand 5 units
Signals the model saw
- Cohort: midtail (378 days of history, 310 units sold over 52 weeks)
- Volatility (CV): 1.31 — moderate
- Recent trend: last 4w = 18 units · prev 4w = 14 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.3 units |
| Realistic forecast — next 4 weeks | 5.7 units |
| Realistic forecast — next 3 months | 99.5 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 13.8 units |
| Optimistic — next week | 9.5 units |
| Optimistic — next 4 weeks (reorder target) | 44.2 units |
| Optimistic — next 3 months (quarterly PO target) | 237.6 units |
| Legacy μ/wk (reorder pipeline) | 4.0 |
| Revenue exposure — optimistic, 3 months | MAD 55.1K |