Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · LOR0000030173606
L'OREAL PARIS Infaillible 24H Correcteur et fond de teint 2 en 1 - 325 Bisque - 11 ml
longtail
1P
MAQUILLAGE VISAGE - CORPS
Last 4 weeks demand
2
new activity (no prior baseline)
Offer Stock
2
Σ Stock across 1 live offer (1P + 3P) · 2026-10-02
1P stock
2
≈ 2.5 weeks of cover · MARJANEMALL · 2026-10-02
Unit price
MAD 97
avg of last 30 sells · latest 2026-09-09
LOR0000030173606
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 46 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?
L'OREAL PARIS Infaillible 24H Correcteur et fond de teint 2 en 1 - 325 Bisque - 11 ml · in the longtail cohort · last 4 weeks 2 units, new activity (no prior baseline) · on-hand 2 units
Signals the model saw
- Cohort: longtail (1162 days of history, 17 units sold over 52 weeks)
- Volatility (CV): 0.61 — moderate
- Recent trend: last 4w = 2 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 | 2.7 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 1.7 units |
| Optimistic — next week | 5.6 units |
| Optimistic — next 4 weeks (reorder target) | 26.3 units |
| Optimistic — next 3 months (quarterly PO target) | 45.7 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 4.5K |