Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAABP07328
Escabeau - LEO - 112 - Métal - 2 marches - Pliable - Antidérapant - Couleur Aléatoire
longtail
1P
MATERIEL CHANTIER
OUT OF STOCK
Last 4 weeks demand
5
▼ 82.1% vs prev 4w
Year-over-year
DORMANT
SKU existed but sold 0 units same 4w last year
Current stock
0
depleted
Unit price
MAD 140
avg of last 30 sells · latest 2026-05-06
AAABP07328
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 155 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?
Escabeau - LEO - 112 - Métal - 2 marches - Pliable - Antidérapant - Couleur Aléatoire · in the longtail cohort · last 4 weeks 5 units, trending down -82.1% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (721 days of history, 154 units sold over 52 weeks)
- Volatility (CV): 0.87 — moderate
- Recent trend: last 4w = 5 units · prev 4w = 28 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 4.0 units |
| Realistic (p50) — next 4 weeks | 19.2 units |
| Realistic (p50) — next 3 months | 49.5 units |
| Optimistic (p95) — next week | 9.6 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 53.6 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 154.6 units |
| Legacy μ/wk (reorder pipeline) | 3.8 |
| Revenue exposure — optimistic, 3 months | MAD 21.7K |