Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAAI08892
Selfie Stick trépied sans fil Avec télécommande à distance Pour Samsung Xiaomi Iphone
longtail
3P
TREPIED - MONOPOD
Last 4 weeks demand
23
▲ 76.9% vs prev 4w
Offer Stock
10
Σ Stock across 1 live offer (1P + 3P) · 2026-08-05
1P stock
0
no 1P (MARJANEMALL) stock in the 2026-08-05 snapshot
Unit price
MAD 41
avg of last 30 sells · latest 2026-08-02
AAAAI08892
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-08-03 · Total forecast: 87 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?
Selfie Stick trépied sans fil Avec télécommande à distance Pour Samsung Xiaomi Iphone · in the longtail cohort · last 4 weeks 23 units, trending up +76.9% · on-hand 13 units
Signals the model saw
- Cohort: longtail (917 days of history, 65 units sold over 52 weeks)
- Volatility (CV): 0.95 — moderate
- Recent trend: last 4w = 23 units · prev 4w = 13 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 4.6 units |
| Realistic forecast — next 4 weeks | 15.9 units |
| Realistic forecast — next 3 months | 46.2 units |
| Optimistic — next week | 7.7 units |
| Optimistic — next 4 weeks (reorder target) | 29.0 units |
| Optimistic — next 3 months (quarterly PO target) | 86.6 units |
| Legacy μ/wk (reorder pipeline) | 2.3 |
| Revenue exposure — optimistic, 3 months | MAD 3.5K |