Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAMD59934
Jouet en bois - Train Montessori - Utilisation intérieure - Pour enfants de 3 à 5 ans - Mixte
longtail
3P
IMAGINATION
Last 4 weeks demand
3
▼ 57.1% vs prev 4w
Year-over-year
-50.0%
vs same 4w last year (6 units)
Current stock
87
≈ 48.5 weeks of cover
Unit price
MAD 40
avg of last 30 sells · latest 2026-05-07
AAAMD59934
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 59 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?
Jouet en bois - Train Montessori - Utilisation intérieure - Pour enfants de 3 à 5 ans - Mixte · in the longtail cohort · last 4 weeks 3 units, trending down -57.1% · on-hand 87 units
Signals the model saw
- Cohort: longtail (574 days of history, 69 units sold over 52 weeks)
- Volatility (CV): 0.80 — moderate
- Recent trend: last 4w = 3 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 | 1.1 units |
| Realistic (p50) — next 4 weeks | 4.3 units |
| Realistic (p50) — next 3 months | 14.8 units |
| Optimistic (p95) — next week | 4.2 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 17.8 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 58.8 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 2.4K |