Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAABL77602
Bouteille de Pulvérisation d'Huile de Cuisine en Acier Inoxydable - 100ml
hero
3P
ACCESSOIRE DE CUISINE
OUT OF STOCK
Last 4 weeks demand
1
▼ 91.7% vs prev 4w
Year-over-year
-66.7%
vs same 4w last year (3 units)
Current stock
0
depleted
Unit price
MAD 11
avg of last 30 sells · latest 2026-03-16
AAABL77602
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 222 units.
Actual
Forecast p50 (expected)
Forecast p95 (upper bound)
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?
Bouteille de Pulvérisation d'Huile de Cuisine en Acier Inoxydable - 100ml · in the hero cohort · last 4 weeks 1 units, trending down -91.7% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: hero (763 days of history, 1,229 units sold over 52 weeks)
- Volatility (CV): 1.73 — high (lumpy)
- Recent trend: last 4w = 1 units · prev 4w = 12 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 8.1 units |
| Realistic (p50) — next 4 weeks | 24.4 units |
| Realistic (p50) — next 3 months | 51.4 units |
| Optimistic (p95) — next week | 20.5 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 74.7 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 221.7 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 2.4K |