Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAG94340
CAFETIERE INOX 6T
longtail
1P
SERVICE PETIT DEJEUNER
Last 4 weeks demand
4
▲ 300.0% vs prev 4w
Offer Stock
18
Σ Stock across 1 live offer
1P stock
17
≈ 38.7 weeks of cover · latest warehouse snapshot
Unit price
MAD 84
avg of last 30 sells · latest 2026-02-17
AAAAG94340
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 55 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?
CAFETIERE INOX 6T · in the longtail cohort · last 4 weeks 4 units, trending up +300.0% · on-hand 17 units
Signals the model saw
- Cohort: longtail (917 days of history, 29 units sold over 52 weeks)
- Volatility (CV): 0.55 — moderate
- Recent trend: last 4w = 4 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 | 1.2 units |
| Realistic forecast — next 4 weeks | 4.5 units |
| Realistic forecast — next 3 months | 14.3 units |
| Optimistic — next week | 4.7 units |
| Optimistic — next 4 weeks (reorder target) | 16.9 units |
| Optimistic — next 3 months (quarterly PO target) | 55.3 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 4.6K |