Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AABKX52645
Fluide UV Anti-Taches - L'OREAL PARIS - Glycolic-Bright - SPF 50+ - 50 ml - Non gras
midtail
1P
CORPS ET VISAGE
Last 4 weeks demand
16
▼ 64.4% vs prev 4w
Year-over-year
—
not enough history (need 56+ weeks)
Current stock
5
≈ 0.8 weeks of cover
Unit price
MAD 87
avg of last 30 sells · latest 2026-05-08
AABKX52645
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 154 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?
Fluide UV Anti-Taches - L'OREAL PARIS - Glycolic-Bright - SPF 50+ - 50 ml - Non gras · in the midtail cohort · last 4 weeks 16 units, trending down -64.4% · on-hand 5 units
Signals the model saw
- Cohort: midtail (252 days of history, — units sold over 52 weeks)
- Volatility (CV): 0.64 — moderate
- Recent trend: last 4w = 16 units · prev 4w = 45 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 6.4 units |
| Realistic (p50) — next 4 weeks | 23.2 units |
| Realistic (p50) — next 3 months | 53.8 units |
| Optimistic (p95) — next week | 13.3 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 58.4 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 153.6 units |
| Legacy μ/wk (reorder pipeline) | 4.1 |
| Revenue exposure — optimistic, 3 months | MAD 13.4K |