Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAJX18541
Mini Bar - Denwa - FR923AA - 46L - 1 porte - Pose libre - Économie d'énergie
longtail
1P
FROID
OUT OF STOCK
Last 4 weeks demand
35
▲ 150.0% vs prev 4w
Year-over-year
+1650.0%
vs same 4w last year (2 units)
Current stock
0
depleted
Unit price
MAD 717
avg of last 30 sells · latest 2026-05-04
AAAJX18541
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 140 units.
Actual
Forecast p50 (expected)
Forecast p95 (upper bound)
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?
Mini Bar - Denwa - FR923AA - 46L - 1 porte - Pose libre - Économie d'énergie · in the longtail cohort · last 4 weeks 35 units, trending up +150.0% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (469 days of history, 134 units sold over 52 weeks)
- Volatility (CV): 1.17 — moderate
- Recent trend: last 4w = 35 units · prev 4w = 14 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 4.5 units |
| Realistic (p50) — next 4 weeks | 18.1 units |
| Realistic (p50) — next 3 months | 43.4 units |
| Optimistic (p95) — next week | 15.9 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 52.4 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 139.7 units |
| Legacy μ/wk (reorder pipeline) | 3.3 |
| Revenue exposure — optimistic, 3 months | MAD 100.2K |