Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAA23061
LABELLO FRUITY SHINE FRAISE NIVEA
longtail
3P
MAQUILLAGE VISAGE - CORPS
Last 4 weeks demand
0
▼ 100.0% vs prev 4w
Year-over-year
-100.0%
vs same 4w last year (3 units)
Current stock
146
≈ 136.9 weeks of cover
Unit price
MAD 20
avg of last 30 sells · latest 2026-05-07
AAAAA23061
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 76 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?
LABELLO FRUITY SHINE FRAISE NIVEA · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 146 units
Signals the model saw
- Cohort: longtail (1148 days of history, 23 units sold over 52 weeks)
- Volatility (CV): 0.99 — moderate
- Recent trend: last 4w = 0 units · prev 4w = 14 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 2.3 units |
| Realistic (p50) — next 4 weeks | 8.8 units |
| Realistic (p50) — next 3 months | 24.5 units |
| Optimistic (p95) — next week | 6.6 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 26.8 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 75.7 units |
| Legacy μ/wk (reorder pipeline) | 1.9 |
| Revenue exposure — optimistic, 3 months | MAD 1.5K |