Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAALF99653
Table de lit pour Ordinateur Portable, Bureau Debout pour lit et canapé
longtail
3P
PROTECTION - PERSONNALISATION - SUPPORT
Last 4 weeks demand
1
≈ stable (0.0% vs prev 4w)
Offer Stock
1
Σ Stock across 1 live offer
1P stock
0
not in latest 1P warehouse snapshot
Unit price
MAD 128
avg of last 22 sells · latest 2026-05-06
AAALF99653
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 39 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?
Table de lit pour Ordinateur Portable, Bureau Debout pour lit et canapé · in the longtail cohort · last 4 weeks 1 units, stable demand · on-hand 1 units
Signals the model saw
- Cohort: longtail (637 days of history, 9 units sold over 52 weeks)
- Volatility (CV): 0.54 — moderate
- Recent trend: last 4w = 1 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 | 4.0 units |
| Realistic forecast — next 3 months | 13.1 units |
| Optimistic — next week | 2.3 units |
| Optimistic — next 4 weeks (reorder target) | 10.4 units |
| Optimistic — next 3 months (quarterly PO target) | 39.3 units |
| Legacy μ/wk (reorder pipeline) | 1.0 |
| Revenue exposure — optimistic, 3 months | MAD 5.0K |