Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAEM67711
Le Petit Marseillais - Gel douche - 1+1 GRATUIT
midtail
3P
CORPS ET VISAGE
OUT OF STOCK
Last 4 weeks demand
5
▼ 82.8% vs prev 4w
Year-over-year
-92.5%
vs same 4w last year (67 units)
Current stock
0
depleted
Unit price
MAD 23
avg of last 30 sells · latest 2026-05-07
AAAEM67711
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 228 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?
Le Petit Marseillais - Gel douche - 1+1 GRATUIT · in the midtail cohort · last 4 weeks 5 units, trending down -82.8% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: midtail (630 days of history, 274 units sold over 52 weeks)
- Volatility (CV): 1.31 — moderate
- Recent trend: last 4w = 5 units · prev 4w = 29 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 3.9 units |
| Realistic (p50) — next 4 weeks | 16.6 units |
| Realistic (p50) — next 3 months | 53.6 units |
| Optimistic (p95) — next week | 15.9 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 68.3 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 227.6 units |
| Legacy μ/wk (reorder pipeline) | 4.1 |
| Revenue exposure — optimistic, 3 months | MAD 5.3K |