Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · GOL8691190122416
Mascara False Lashes Noir
longtail
3P
MAQUILLAGE VISAGE - CORPS
Last 4 weeks demand
9
▲ 12.5% vs prev 4w
Year-over-year
-40.0%
vs same 4w last year (15 units)
Current stock
1
≈ 0.6 weeks of cover
Unit price
MAD 59
avg of last 30 sells · latest 2026-05-03
GOL8691190122416
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 112 units.
Actual
Forecast p50 (expected)
Forecast p95 (upper bound)
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?
Mascara False Lashes Noir · in the longtail cohort · last 4 weeks 9 units, trending up +12.5% · on-hand 1 units
Signals the model saw
- Cohort: longtail (966 days of history, 117 units sold over 52 weeks)
- Volatility (CV): 0.67 — moderate
- Recent trend: last 4w = 9 units · prev 4w = 8 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 2.1 units |
| Realistic (p50) — next 4 weeks | 9.5 units |
| Realistic (p50) — next 3 months | 30.5 units |
| Optimistic (p95) — next week | 6.5 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 29.8 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 112.4 units |
| Legacy μ/wk (reorder pipeline) | 2.3 |
| Revenue exposure — optimistic, 3 months | MAD 6.7K |