Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAF54131712150121808
Chaise transparente avec coussin côtelé – Scott Vert
longtail
1P
SIEGE - ASSISE
Last 4 weeks demand
12
▲ 50.0% vs prev 4w
Offer Stock
4
Σ Stock across 1 live offer (1P + 3P) · 2026-10-14
1P stock
4
≈ 3.2 weeks of cover · MARJANEMALL · 2026-10-14
Unit price
MAD 293
avg of last 18 sells · latest 2026-09-29
AAF54131712150121808
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-10-05 · Total forecast: 114 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?
Chaise transparente avec coussin côtelé – Scott Vert · in the longtail cohort · last 4 weeks 12 units, trending up +50.0% · on-hand 4 units
Signals the model saw
- Cohort: longtail (273 days of history, — units sold over 52 weeks)
- Volatility (CV): 1.02 — moderate
- Recent trend: last 4w = 12 units · prev 4w = 8 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.4 units |
| Realistic forecast — next 4 weeks | 3.9 units |
| Realistic forecast — next 3 months | 4.9 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 8.9 units |
| Optimistic — next week | 10.0 units |
| Optimistic — next 4 weeks (reorder target) | 39.4 units |
| Optimistic — next 3 months (quarterly PO target) | 114.1 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 33.5K |