Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAARB39532
Planche de pompes pliable, Équipement multifonctionnel pour musculation et fitness à domicile, 12-en-1
longtail
3P
FITNESS - MUSCULATION
Last 4 weeks demand
0
▼ 100.0% vs prev 4w
Offer Stock
102
Σ Stock across 2 live offers (1P + 3P) · 2026-06-30
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-06-30 snapshot
Unit price
MAD 81
avg of last 26 sells · latest 2026-05-06
AAARB39532
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 58 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?
Planche de pompes pliable, Équipement multifonctionnel pour musculation et fitness à domicile, 12-en-1 · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 104 units
Signals the model saw
- Cohort: longtail (189 days of history, 23 units sold over 52 weeks)
- Volatility (CV): 0.48 — low
- Recent trend: last 4w = 0 units · prev 4w = 5 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.3 units |
| Realistic forecast — next 4 weeks | 4.5 units |
| Realistic forecast — next 3 months | 15.6 units |
| Optimistic — next week | 4.2 units |
| Optimistic — next 4 weeks (reorder target) | 16.7 units |
| Optimistic — next 3 months (quarterly PO target) | 58.0 units |
| Legacy μ/wk (reorder pipeline) | 1.2 |
| Revenue exposure — optimistic, 3 months | MAD 4.7K |