Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAGN47792
REDUCTEUR WC BEBE BLEU
longtail
3P
TOILETTE BEBE
Last 4 weeks demand
1
▼ 75.0% vs prev 4w
Offer Stock
14
Σ Stock across 3 live offers
1P stock
0
not in latest 1P warehouse snapshot
Unit price
MAD 18
avg of last 19 sells · latest 2026-03-12
AAAGN47792
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 44 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?
REDUCTEUR WC BEBE BLEU · in the longtail cohort · last 4 weeks 1 units, trending down -75.0% · on-hand 14 units
Signals the model saw
- Cohort: longtail (707 days of history, 18 units sold over 52 weeks)
- Volatility (CV): 0.35 — low
- Recent trend: last 4w = 1 units · prev 4w = 4 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 | 13.3 units |
| Optimistic — next week | 2.9 units |
| Optimistic — next 4 weeks (reorder target) | 11.8 units |
| Optimistic — next 3 months (quarterly PO target) | 43.5 units |
| Legacy μ/wk (reorder pipeline) | 1.0 |
| Revenue exposure — optimistic, 3 months | MAD 800 |