Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAVJ78966
ACM Depiwhite Advanced Creme + Ecran pack
longtail
1P + 3P
SOLAIRES
Last 4 weeks demand
3
▲ 200.0% vs prev 4w
Offer Stock
1,110
Σ Stock across 2 live offers (1P + 3P) · 2026-07-08
1P stock
9
≈ 61.7 weeks of cover · MARJANEMALL · 2026-07-08
Unit price
MAD 221
avg of last 7 sells · latest 2026-06-30
AAAVJ78966
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-07-06 · Total forecast: 0 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?
ACM Depiwhite Advanced Creme + Ecran pack · in the longtail cohort · last 4 weeks 3 units, trending up +200.0% · on-hand 9 units
Signals the model saw
- Cohort: longtail (329 days of history, 7 units sold over 52 weeks)
- Volatility (CV): 0.35 — low
- Recent trend: last 4w = 3 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 | — units |
| Realistic forecast — next 4 weeks | — units |
| Realistic forecast — next 3 months | — units |
| Optimistic — next week | — units |
| Optimistic — next 4 weeks (reorder target) | — units |
| Optimistic — next 3 months (quarterly PO target) | — units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | — |