Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAZR90635
L’Oréal Paris Elseve – Offre Capillaire – Pré-Shampooing Bond Repair 200ml + Shampooing 200ml = 200ml Shampooing Offert
hero
1P
CAPILLAIRE
OUT OF STOCK
Last 4 weeks demand
0
≈ stable (0.0% vs prev 4w)
Year-over-year
—
not enough history (need 56+ weeks)
Current stock
0
depleted
Unit price
MAD 193
avg of last 30 sells · latest 2026-04-21
AAAZR90635
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 179 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?
L’Oréal Paris Elseve – Offre Capillaire – Pré-Shampooing Bond Repair 200ml + Shampooing 200ml = 200ml Shampooing Offert · in the hero cohort · last 4 weeks 0 units, stable demand · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: hero (273 days of history, — units sold over 52 weeks)
- Volatility (CV): 1.99 — high (lumpy)
- 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 (p50) — next week | 2.4 units |
| Realistic (p50) — next 4 weeks | 11.8 units |
| Realistic (p50) — next 3 months | 38.0 units |
| Optimistic (p95) — next week | 10.0 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 49.9 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 178.8 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 34.6K |