Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAA23837
Crème Coloration Permanente - L'Oréal Paris - Excellence - 7 Blond - Triple Soin - Couvre 100% cheveux blancs
longtail
3P
CAPILLAIRE
Last 4 weeks demand
0
▼ 100.0% vs prev 4w
Offer Stock
20
Σ Stock across 4 live offers
1P stock
0
not in latest 1P warehouse snapshot
Unit price
MAD 61
avg of last 14 sells · latest 2026-05-07
AAAAA23837
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 40 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?
Crème Coloration Permanente - L'Oréal Paris - Excellence - 7 Blond - Triple Soin - Couvre 100% cheveux blancs · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 20 units
Signals the model saw
- Cohort: longtail (1057 days of history, 3 units sold over 52 weeks)
- Volatility (CV): 0.35 — 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 | 4.0 units |
| Realistic forecast — next 3 months | 13.1 units |
| Optimistic — next week | 2.7 units |
| Optimistic — next 4 weeks (reorder target) | 11.0 units |
| Optimistic — next 3 months (quarterly PO target) | 39.6 units |
| Legacy μ/wk (reorder pipeline) | 1.0 |
| Revenue exposure — optimistic, 3 months | MAD 2.4K |