Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AABLB65240
LUXUS - Aspirateur sans sac - CleanPro - 1000 W - Rouge - 1,5 L de capacité
midtail
1P + 3P
ENTRETIEN DES SOLS - ENTRETIEN DE LA MAISON
Last 4 weeks demand
4
▼ 71.4% vs prev 4w
Offer Stock
76
Σ Stock across 2 live offers (1P + 3P) · 2026-08-05
1P stock
6
≈ 1.1 weeks of cover · MARJANEMALL · 2026-08-05
Unit price
MAD 236
avg of last 30 sells · latest 2026-07-27
AABLB65240
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 - Rouge - 1,5 L de capacité · in the midtail cohort · last 4 weeks 4 units, trending down -71.4% · on-hand 6 units
Signals the model saw
- Cohort: midtail (287 days of history, — units sold over 52 weeks)
- Volatility (CV): 1.44 — moderate
- Recent trend: last 4w = 4 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 | 2.9 units |
| Realistic forecast — next 4 weeks | 13.0 units |
| Realistic forecast — next 3 months | 67.1 units |
| Optimistic — next week | 5.8 units |
| Optimistic — next 4 weeks (reorder target) | 28.9 units |
| Optimistic — next 3 months (quarterly PO target) | 165.6 units |
| Legacy μ/wk (reorder pipeline) | 2.8 |
| Revenue exposure — optimistic, 3 months | MAD 39.1K |