Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · LOR1704280814546
L'Oréal Paris Panorama Volume Millions de Cils Mascara Noir
midtail
1P
MAQUILLAGE VISAGE - CORPS
OUT OF STOCK
Last 4 weeks demand
6
▼ 25.0% vs prev 4w
Year-over-year
+100.0%
vs same 4w last year (3 units)
Current stock
0
depleted
Unit price
MAD 131
avg of last 30 sells · latest 2026-05-04
LOR1704280814546
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 145 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 Panorama Volume Millions de Cils Mascara Noir · in the midtail cohort · last 4 weeks 6 units, trending down -25.0% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: midtail (770 days of history, 284 units sold over 52 weeks)
- Volatility (CV): 1.09 — moderate
- Recent trend: last 4w = 6 units · prev 4w = 8 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 5.2 units |
| Realistic (p50) — next 4 weeks | 18.3 units |
| Realistic (p50) — next 3 months | 48.0 units |
| Optimistic (p95) — next week | 10.7 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 44.5 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 144.8 units |
| Legacy μ/wk (reorder pipeline) | 3.7 |
| Revenue exposure — optimistic, 3 months | MAD 18.9K |