Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAW61007
Baume à Lèvres - Cherry Shine - 4.8g
longtail
1P
MAQUILLAGE VISAGE - CORPS
Last 4 weeks demand
1
≈ stable (0.0% vs prev 4w)
Year-over-year
-75.0%
vs same 4w last year (4 units)
Current stock
28
≈ 16.7 weeks of cover
Unit price
MAD 28
avg of last 30 sells · latest 2026-04-29
AAAAW61007
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 153 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?
Baume à Lèvres - Cherry Shine - 4.8g · in the longtail cohort · last 4 weeks 1 units, stable demand · on-hand 28 units
Signals the model saw
- Cohort: longtail (770 days of history, 61 units sold over 52 weeks)
- Volatility (CV): 1.32 — moderate
- Recent trend: last 4w = 1 units · prev 4w = 1 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 3.4 units |
| Realistic (p50) — next 4 weeks | 16.0 units |
| Realistic (p50) — next 3 months | 38.8 units |
| Optimistic (p95) — next week | 11.0 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 51.8 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 152.5 units |
| Legacy μ/wk (reorder pipeline) | 3.0 |
| Revenue exposure — optimistic, 3 months | MAD 4.2K |