Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAARG27711
Horloge murale 3D - Noir - Acrylique - Design sans cadre - Décoration moderne - DIY
longtail
3P
DECORATION MURALE - TABLEAU - CADRE PHOTO - STICKER
OUT OF STOCK
Last 4 weeks demand
0
▼ 100.0% vs prev 4w
Offer Stock
0
no live offers
1P stock
0
no 1P (MARJANEMALL) stock in the latest snapshot
Unit price
MAD 82
avg of last 15 sells · latest 2026-04-27
AAARG27711
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 41 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?
Horloge murale 3D - Noir - Acrylique - Design sans cadre - Décoration moderne - DIY · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 0 units (OUT OF STOCK)
Signals the model saw
- Cohort: longtail (280 days of history, 14 units sold over 52 weeks)
- Volatility (CV): 0.00 — low
- Recent trend: last 4w = 0 units · prev 4w = 2 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 | 4.4 units |
| Realistic forecast — next 3 months | 14.2 units |
| Optimistic — next week | 3.3 units |
| Optimistic — next 4 weeks (reorder target) | 12.6 units |
| Optimistic — next 3 months (quarterly PO target) | 41.0 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 3.4K |