Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAQ75649
Machine à Popcorn POP-391 1200W sans huile - DENWA
longtail
3P
FABRICATION MAISON
Last 4 weeks demand
6
▼ 14.3% vs prev 4w
Offer Stock
37
Σ Stock across 4 live offers (1P + 3P) · 2026-10-02
1P stock
12
≈ 8.4 weeks of cover · MARJANEMALL · 2026-10-02
Unit price
MAD 137
avg of last 30 sells · latest 2026-09-28
AAAAQ75649
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-09-28 · Total forecast: 111 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?
Machine à Popcorn POP-391 1200W sans huile - DENWA · in the longtail cohort · last 4 weeks 6 units, trending down -14.3% · on-hand 12 units
Signals the model saw
- Cohort: longtail (945 days of history, 125 units sold over 52 weeks)
- Volatility (CV): 0.84 — moderate
- Recent trend: last 4w = 6 units · prev 4w = 7 units
- Stockouts (last 13 weeks): 1 week → past demand likely understated
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 0.9 units |
| Realistic forecast — next 4 weeks | 4.3 units |
| Realistic forecast — next 3 months | 38.5 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 11.4 units |
| Optimistic — next week | 7.0 units |
| Optimistic — next 4 weeks (reorder target) | 31.9 units |
| Optimistic — next 3 months (quarterly PO target) | 111.4 units |
| Legacy μ/wk (reorder pipeline) | 1.7 |
| Revenue exposure — optimistic, 3 months | MAD 15.3K |