Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · LOR3600523951543
L'Oréal Paris Infaillible 24H Fond de Teint en Poudre 130 Beige Peau
longtail
1P
MAQUILLAGE VISAGE - CORPS
Last 4 weeks demand
5
▼ 28.6% vs prev 4w
Year-over-year
-16.7%
vs same 4w last year (6 units)
Current stock
1
≈ 1.4 weeks of cover
Unit price
MAD 116
avg of last 30 sells · latest 2026-05-07
LOR3600523951543
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 61 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 Infaillible 24H Fond de Teint en Poudre 130 Beige Peau · in the longtail cohort · last 4 weeks 5 units, trending down -28.6% · on-hand 1 units
Signals the model saw
- Cohort: longtail (945 days of history, 48 units sold over 52 weeks)
- Volatility (CV): 0.56 — moderate
- Recent trend: last 4w = 5 units · prev 4w = 7 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 2.0 units |
| Realistic (p50) — next 4 weeks | 8.0 units |
| Realistic (p50) — next 3 months | 21.0 units |
| Optimistic (p95) — next week | 5.2 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 19.9 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 61.0 units |
| Legacy μ/wk (reorder pipeline) | 1.6 |
| Revenue exposure — optimistic, 3 months | MAD 7.1K |