Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · MAY0000030166967
Maybelline Sky High Mascara Volume Noir Intense
hero
3P
MAQUILLAGE VISAGE - CORPS
OUT OF STOCK
Last 4 weeks demand
4
▼ 20.0% vs prev 4w
Offer Stock
13
Σ Stock across 2 live offers (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 96
avg of last 30 sells · latest 2026-07-29
MAY0000030166967
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 287 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?
Maybelline Sky High Mascara Volume Noir Intense · in the hero cohort · last 4 weeks 4 units, trending down -20.0% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: hero (1190 days of history, 250 units sold over 52 weeks)
- Volatility (CV): 1.07 — moderate
- Recent trend: last 4w = 4 units · prev 4w = 5 units
- Stockouts (last 13 weeks): 1 week → past demand likely understated
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 4.5 units |
| Realistic forecast — next 4 weeks | 22.1 units |
| Realistic forecast — next 3 months | 115.4 units |
| Optimistic — next week | 8.9 units |
| Optimistic — next 4 weeks (reorder target) | 48.4 units |
| Optimistic — next 3 months (quarterly PO target) | 286.8 units |
| Legacy μ/wk (reorder pipeline) | 4.7 |
| Revenue exposure — optimistic, 3 months | MAD 27.5K |