Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AABLS86326
Samsung Galaxy A07 – 6.7" – 64 Go – 4 Go RAM – Helio G99 – 5000 mAh/25W – 50MP – Noir
longtail
3P
SMARTPHONE - MOBILE
Last 4 weeks demand
2
▼ 71.4% vs prev 4w
Offer Stock
123
Σ Stock across 4 live offers (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 956
avg of last 30 sells · latest 2026-07-31
AABLS86326
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 122 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?
Samsung Galaxy A07 – 6.7" – 64 Go – 4 Go RAM – Helio G99 – 5000 mAh/25W – 50MP – Noir · in the longtail cohort · last 4 weeks 2 units, trending down -71.4% · on-hand 125 units
Signals the model saw
- Cohort: longtail (294 days of history, — units sold over 52 weeks)
- Volatility (CV): 2.20 — high (lumpy)
- Recent trend: last 4w = 2 units · prev 4w = 7 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 2.7 units |
| Realistic forecast — next 4 weeks | 12.6 units |
| Realistic forecast — next 3 months | 57.6 units |
| Optimistic — next week | 4.5 units |
| Optimistic — next 4 weeks (reorder target) | 25.3 units |
| Optimistic — next 3 months (quarterly PO target) | 122.1 units |
| Legacy μ/wk (reorder pipeline) | 2.6 |
| Revenue exposure — optimistic, 3 months | MAD 116.7K |