Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · BOS4242005168392
Aspirateur sans sac - BOSCH - BGS41K332 - Capacité 2,4L - Niveau sonore 77 dB - Filtre HEPA
longtail
3P
ENTRETIEN DES SOLS - ENTRETIEN DE LA MAISON
Last 4 weeks demand
5
new activity (no prior baseline)
Offer Stock
2
Σ Stock across 1 live offer (1P + 3P) · 2026-10-14
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-10-14 snapshot
Unit price
MAD 1.7K
avg of last 10 sells · latest 2026-10-02
BOS4242005168392
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-10-05 · Total forecast: 41 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?
Aspirateur sans sac - BOSCH - BGS41K332 - Capacité 2,4L - Niveau sonore 77 dB - Filtre HEPA · in the longtail cohort · last 4 weeks 5 units, new activity (no prior baseline) · on-hand 1 units
Signals the model saw
- Cohort: longtail (357 days of history, 10 units sold over 52 weeks)
- Volatility (CV): 0.38 — low
- Recent trend: last 4w = 5 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 | 0.0 units |
| Realistic forecast — next 4 weeks | 0.3 units |
| Realistic forecast — next 3 months | 0.4 units |
| Planning level (p75) — next 4 weeks the order-sizing basis; demand exceeds it ~1 week in 4 | 3.8 units |
| Optimistic — next week | 3.6 units |
| Optimistic — next 4 weeks (reorder target) | 13.9 units |
| Optimistic — next 3 months (quarterly PO target) | 41.4 units |
| Legacy μ/wk (reorder pipeline) | — |
| Revenue exposure — optimistic, 3 months | MAD 68.4K |