Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · EMB3350900000011
Crème hydratante Embryolisse Les Hydratants Lait Crème Concentré 75ml - Peaux sèches - Sans parabène
longtail
3P
CORPS ET VISAGE
Last 4 weeks demand
3
▼ 50.0% vs prev 4w
Year-over-year
+50.0%
vs same 4w last year (2 units)
Current stock
13
≈ 16.5 weeks of cover
Unit price
MAD 240
avg of last 30 sells · latest 2026-05-07
EMB3350900000011
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 53 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?
Crème hydratante Embryolisse Les Hydratants Lait Crème Concentré 75ml - Peaux sèches - Sans parabène · in the longtail cohort · last 4 weeks 3 units, trending down -50.0% · on-hand 13 units
Signals the model saw
- Cohort: longtail (784 days of history, 50 units sold over 52 weeks)
- Volatility (CV): 0.48 — low
- Recent trend: last 4w = 3 units · prev 4w = 6 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 1.1 units |
| Realistic (p50) — next 4 weeks | 5.0 units |
| Realistic (p50) — next 3 months | 14.9 units |
| Optimistic (p95) — next week | 3.7 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 15.4 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 53.1 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 12.7K |