Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAALZ58026
Mandrin différentes tailles (0.5 à 3 mm) pour Micro perceuse (Moteur 3,1mm)
longtail
3P
MACHINE OUTIL
OUT OF STOCK
Last 4 weeks demand
0
▼ 100.0% vs prev 4w
Offer Stock
0
no live offers
1P stock
0
not in latest 1P warehouse snapshot
Unit price
MAD 61
avg of last 16 sells · latest 2025-09-25
AAALZ58026
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 48 units.
Actual
Realistic forecast
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?
Mandrin différentes tailles (0.5 à 3 mm) pour Micro perceuse (Moteur 3,1mm) · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (525 days of history, 2 units sold over 52 weeks)
- Volatility (CV): 0.37 — low
- Recent trend: last 4w = 0 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 | 1.0 units |
| Realistic forecast — next 4 weeks | 4.2 units |
| Realistic forecast — next 3 months | 14.1 units |
| Optimistic — next week | 3.4 units |
| Optimistic — next 4 weeks (reorder target) | 13.8 units |
| Optimistic — next 3 months (quarterly PO target) | 48.3 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 2.9K |