Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAQH15636
Spray Protecteur Hydratant FPS50 Nivea Sun 200ml
longtail
1P
SOLAIRES
Last 4 weeks demand
0
≈ stable (0.0% vs prev 4w)
Offer Stock
8
Σ Stock across 1 live offer (1P + 3P) · 2026-11-03
1P stock
8
≈ 108.8 weeks of cover · MARJANEMALL · 2026-11-03
Unit price
MAD 153
avg of last 5 sells · latest 2026-08-30
AAAQH15636
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-11-02 · Total forecast: 69 units.
Actual
Realistic forecast (p50)
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?
Spray Protecteur Hydratant FPS50 Nivea Sun 200ml · in the longtail cohort · last 4 weeks 0 units, stable demand · on-hand 8 units
Signals the model saw
- Cohort: longtail (469 days of history, 4 units sold over 52 weeks)
- Volatility (CV): 0.00 — low
- 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 | 0.0 units |
| Realistic forecast — next 4 weeks | 0.0 units |
| Realistic forecast — next 3 months | 0.0 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 0.0 units |
| Optimistic — next week | 5.6 units |
| Optimistic — next 4 weeks (reorder target) | 22.4 units |
| Optimistic — next 3 months (quarterly PO target) | 69.0 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 10.6K |