Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAO40967
BLAIR Lotion Anti-Chute avec Procapil 3% - Spray Miracle pour la Croissance des Cheveux
longtail
3P
CAPILLAIRE
Last 4 weeks demand
0
≈ stable (0.0% vs prev 4w)
Offer Stock
2
Σ Stock across 6 live offers
1P stock
0
not in latest 1P warehouse snapshot
Unit price
MAD 138
avg of last 30 sells · latest 2026-03-21
AAAAO40967
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 53 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?
BLAIR Lotion Anti-Chute avec Procapil 3% - Spray Miracle pour la Croissance des Cheveux · in the longtail cohort · last 4 weeks 0 units, stable demand · on-hand 2 units
Signals the model saw
- Cohort: longtail (707 days of history, 47 units sold over 52 weeks)
- Volatility (CV): 0.81 — moderate
- Recent trend: last 4w = 0 units · prev 4w = 0 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.1 units |
| Realistic forecast — next 4 weeks | 4.7 units |
| Realistic forecast — next 3 months | 14.8 units |
| Optimistic — next week | 3.7 units |
| Optimistic — next 4 weeks (reorder target) | 15.6 units |
| Optimistic — next 3 months (quarterly PO target) | 52.6 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 7.3K |