Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · ARI5414849791602
CHAUFFE EAU ELECTRIQUE PRO1 ECO 50 ARISTON
longtail
3P
GENIE THERMIQUE - CLIMATIQUE - CHAUFFAGE
Last 4 weeks demand
1
new activity (no prior baseline)
Offer Stock
30
Σ Stock across 3 live offers (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 1.5K
avg of last 25 sells · latest 2026-07-20
ARI5414849791602
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 39 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?
CHAUFFE EAU ELECTRIQUE PRO1 ECO 50 ARISTON · in the longtail cohort · last 4 weeks 1 units, new activity (no prior baseline) · on-hand 31 units
Signals the model saw
- Cohort: longtail (931 days of history, 9 units sold over 52 weeks)
- Volatility (CV): 0.43 — low
- Recent trend: last 4w = 1 units · prev 4w = 0 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 1.3 units |
| Realistic forecast — next 4 weeks | 5.7 units |
| Realistic forecast — next 3 months | 20.9 units |
| Optimistic — next week | 1.9 units |
| Optimistic — next 4 weeks (reorder target) | 9.3 units |
| Optimistic — next 3 months (quarterly PO target) | 39.3 units |
| Legacy μ/wk (reorder pipeline) | 1.0 |
| Revenue exposure — optimistic, 3 months | MAD 57.7K |