Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAE9A4021370710015310
LINEAR BACKPACK – Le Sac à Dos Bleu Marine pour un Style Sportif au Quotidien
longtail
1P
MAROQUINERIE
Last 4 weeks demand
3
▼ 83.3% vs prev 4w
Offer Stock
44
Σ Stock across 1 live offer (1P + 3P) · 2026-10-14
1P stock
44
≈ 38.5 weeks of cover · MARJANEMALL · 2026-10-14
Unit price
MAD 176
avg of last 30 sells · latest 2026-09-30
AAE9A4021370710015310
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-10-05 · Total forecast: 99 units.
Actual
Realistic forecast (p50)
Optimistic
Out of stock
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?
LINEAR BACKPACK – Le Sac à Dos Bleu Marine pour un Style Sportif au Quotidien · in the longtail cohort · last 4 weeks 3 units, trending down -83.3% · on-hand 44 units
Signals the model saw
- Cohort: longtail (336 days of history, 56 units sold over 52 weeks)
- Volatility (CV): 0.73 — moderate
- Recent trend: last 4w = 3 units · prev 4w = 18 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 0.5 units |
| Realistic forecast — next 4 weeks | 6.1 units |
| Realistic forecast — next 3 months | 16.9 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 8.2 units |
| Optimistic — next week | 7.6 units |
| Optimistic — next 4 weeks (reorder target) | 25.5 units |
| Optimistic — next 3 months (quarterly PO target) | 99.2 units |
| Legacy μ/wk (reorder pipeline) | 3.2 |
| Revenue exposure — optimistic, 3 months | MAD 17.4K |