Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAABP07317
Earbuds Display TWS BTH MF109305 BOX3 - CITYTEK
longtail
1P
ACCESSOIRE TELEPHONE
Last 4 weeks demand
0
▼ 100.0% vs prev 4w
Offer Stock
5
Σ Stock across 1 live offer
1P stock
5
≈ 10.3 weeks of cover · latest warehouse snapshot
Unit price
MAD 56
avg of last 30 sells · latest 2026-05-03
AAABP07317
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 72 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?
Earbuds Display TWS BTH MF109305 BOX3 - CITYTEK · in the longtail cohort · last 4 weeks 0 units, trending down -100.0% · on-hand 5 units
Signals the model saw
- Cohort: longtail (644 days of history, 25 units sold over 52 weeks)
- Volatility (CV): 0.84 — moderate
- Recent trend: last 4w = 0 units · prev 4w = 5 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic forecast — next week | 2.0 units |
| Realistic forecast — next 4 weeks | 7.1 units |
| Realistic forecast — next 3 months | 22.1 units |
| Optimistic — next week | 6.6 units |
| Optimistic — next 4 weeks (reorder target) | 22.6 units |
| Optimistic — next 3 months (quarterly PO target) | 72.4 units |
| Legacy μ/wk (reorder pipeline) | 1.7 |
| Revenue exposure — optimistic, 3 months | MAD 4.1K |