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 + 3P
ENTRETIEN DES SOLS - ENTRETIEN DE LA MAISON
Last 4 weeks demand
12
▼ 25.0% vs prev 4w
Offer Stock
96
Σ Stock across 2 live offers (1P + 3P) · 2026-08-05
1P stock
6
≈ 1.0 weeks of cover · MARJANEMALL · 2026-08-05
Unit price
MAD 211
avg of last 30 sells · latest 2026-07-31
AABKX69429
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 166 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?
LUXUS – Aspirateur Sans Sac – CleanPro – 1000 W, 1,5 L – Noir · in the midtail cohort · last 4 weeks 12 units, trending down -25.0% · on-hand 6 units
Signals the model saw
- Cohort: midtail (315 days of history, — units sold over 52 weeks)
- Volatility (CV): 1.32 — moderate
- Recent trend: last 4w = 12 units · prev 4w = 16 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 4.7 units |
| Realistic forecast — next 4 weeks | 19.6 units |
| Realistic forecast — next 3 months | 76.3 units |
| Optimistic — next week | 8.7 units |
| Optimistic — next 4 weeks (reorder target) | 38.6 units |
| Optimistic — next 3 months (quarterly PO target) | 165.6 units |
| Legacy μ/wk (reorder pipeline) | 3.5 |
| Revenue exposure — optimistic, 3 months | MAD 34.9K |