Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAACL09343
2 BOUTEILLE D’HUILE DE VERRE ET DE VINAIGRE 300ML
longtail
1P + 3P
SERVICE DE TABLE
Last 4 weeks demand
0
≈ stable (0.0% vs prev 4w)
Offer Stock
32
Σ Stock across 3 live offers (1P + 3P) · 2026-10-14
1P stock
23
≈ 235.1 weeks of cover · MARJANEMALL · 2026-10-14
Unit price
MAD 66
avg of last 9 sells · latest 2026-06-26
AAACL09343
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-10-12 · Total forecast: 15 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?
2 BOUTEILLE D’HUILE DE VERRE ET DE VINAIGRE 300ML · in the longtail cohort · last 4 weeks 0 units, stable demand · on-hand 23 units
Signals the model saw
- Cohort: longtail (637 days of history, 7 units sold over 52 weeks)
- Volatility (CV): 0.31 — low
- Recent trend: last 4w = 0 units · prev 4w = 0 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 0.0 units |
| Realistic forecast — next 4 weeks | 0.0 units |
| Realistic forecast — next 3 months | 0.0 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 0.0 units |
| Optimistic — next week | 1.2 units |
| Optimistic — next 4 weeks (reorder target) | 4.2 units |
| Optimistic — next 3 months (quarterly PO target) | 14.6 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 970 |