Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAIC64404
set 3pcs Ustensiles en bois d’acacia US183S3A
longtail
1P + 3P
USTENSILES DE CUISINE
Last 4 weeks demand
5
▲ 400.0% vs prev 4w
Offer Stock
24
Σ Stock across 2 live offers (1P + 3P) · 2026-10-14
1P stock
18
≈ 37.7 weeks of cover · MARJANEMALL · 2026-10-14
Unit price
MAD 68
avg of last 30 sells · latest 2026-10-11
AAAIC64404
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-10-05 · Total forecast: 100 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?
set 3pcs Ustensiles en bois d’acacia US183S3A · in the longtail cohort · last 4 weeks 5 units, trending up +400.0% · on-hand 18 units
Signals the model saw
- Cohort: longtail (756 days of history, 48 units sold over 52 weeks)
- Volatility (CV): 0.75 — moderate
- Recent trend: last 4w = 5 units · prev 4w = 1 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 0.0 units |
| Realistic forecast — next 4 weeks | 0.3 units |
| Realistic forecast — next 3 months | 1.6 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 5.3 units |
| Optimistic — next week | 7.2 units |
| Optimistic — next 4 weeks (reorder target) | 29.9 units |
| Optimistic — next 3 months (quarterly PO target) | 99.5 units |
| Legacy μ/wk (reorder pipeline) | 1.2 |
| Revenue exposure — optimistic, 3 months | MAD 6.8K |