Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAME60963
Couvre pare-brise, pare-soleil de pare-brise voiture, parapluie pliable, couverture anti-uv
longtail
3P
CONFORT CONDUCTEUR ET PASSAGER
Last 4 weeks demand
23
▼ 63.5% vs prev 4w
Offer Stock
863
Σ Stock across 4 live offers (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 44
avg of last 30 sells · latest 2026-08-02
AAAME60963
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 192 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?
Couvre pare-brise, pare-soleil de pare-brise voiture, parapluie pliable, couverture anti-uv · in the longtail cohort · last 4 weeks 23 units, trending down -63.5% · on-hand 863 units
Signals the model saw
- Cohort: longtail (455 days of history, 119 units sold over 52 weeks)
- Volatility (CV): 1.25 — moderate
- Recent trend: last 4w = 23 units · prev 4w = 63 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 7.9 units |
| Realistic forecast — next 4 weeks | 29.8 units |
| Realistic forecast — next 3 months | 95.5 units |
| Optimistic — next week | 12.5 units |
| Optimistic — next 4 weeks (reorder target) | 51.5 units |
| Optimistic — next 3 months (quarterly PO target) | 191.5 units |
| Legacy μ/wk (reorder pipeline) | 4.6 |
| Revenue exposure — optimistic, 3 months | MAD 8.5K |