Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAANO75188
Étagère à Chaussures Multicouche Anti-Poussière – Armoire de Rangement pour Chaussures
longtail
3P
ACCESSOIRE DE MEUBLE
Last 4 weeks demand
5
▼ 28.6% vs prev 4w
Year-over-year
+66.7%
vs same 4w last year (3 units)
Current stock
997
≈ 579.7 weeks of cover
Unit price
MAD 153
avg of last 30 sells · latest 2026-05-07
AAANO75188
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 111 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?
Étagère à Chaussures Multicouche Anti-Poussière – Armoire de Rangement pour Chaussures · in the longtail cohort · last 4 weeks 5 units, trending down -28.6% · on-hand 997 units
Signals the model saw
- Cohort: longtail (518 days of history, 107 units sold over 52 weeks)
- Volatility (CV): 1.27 — moderate
- Recent trend: last 4w = 5 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 | 2.8 units |
| Realistic (p50) — next 4 weeks | 11.4 units |
| Realistic (p50) — next 3 months | 32.8 units |
| Optimistic (p95) — next week | 7.2 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 32.0 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 111.3 units |
| Legacy μ/wk (reorder pipeline) | 2.5 |
| Revenue exposure — optimistic, 3 months | MAD 17.1K |