Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAMB24718
GANT + MANIQUE DE CUISINE - Couleur & Motif Aléatoires
longtail
1P + 3P
LINGE DE TABLE - CUISINE
Last 4 weeks demand
0
▼ 100.0% vs prev 4w
Offer Stock
45
Σ Stock across 2 live offers (1P + 3P) · 2026-08-05
1P stock
43
≈ 199.2 weeks of cover · MARJANEMALL · 2026-08-05
Unit price
MAD 43
avg of last 18 sells · latest 2026-06-29
AAAMB24718
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 12 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?
GANT + MANIQUE DE CUISINE - Couleur & Motif Aléatoires · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 43 units
Signals the model saw
- Cohort: longtail (609 days of history, 9 units sold over 52 weeks)
- Volatility (CV): 0.62 — moderate
- Recent trend: last 4w = 0 units · prev 4w = 1 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 0.3 units |
| Realistic forecast — next 4 weeks | 1.3 units |
| Realistic forecast — next 3 months | 5.5 units |
| Optimistic — next week | 0.6 units |
| Optimistic — next 4 weeks (reorder target) | 2.9 units |
| Optimistic — next 3 months (quarterly PO target) | 11.9 units |
| Legacy μ/wk (reorder pipeline) | 0.2 |
| Revenue exposure — optimistic, 3 months | MAD 509 |