Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · ESS4059729327024
Essence Lash Princess Mascara Curl & Volume, pestañas un volumen increíble ¡real!
longtail
3P
MAQUILLAGE VISAGE - CORPS
Last 4 weeks demand
6
▼ 25.0% vs prev 4w
Year-over-year
-40.0%
vs same 4w last year (10 units)
Current stock
8
≈ 3.6 weeks of cover
Unit price
MAD 35
avg of last 30 sells · latest 2026-05-06
ESS4059729327024
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 119 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?
Essence Lash Princess Mascara Curl & Volume, pestañas un volumen increíble ¡real! · in the longtail cohort · last 4 weeks 6 units, trending down -25.0% · on-hand 8 units
Signals the model saw
- Cohort: longtail (1085 days of history, 80 units sold over 52 weeks)
- Volatility (CV): 0.69 — moderate
- Recent trend: last 4w = 6 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 | 1.9 units |
| Realistic (p50) — next 4 weeks | 8.1 units |
| Realistic (p50) — next 3 months | 27.8 units |
| Optimistic (p95) — next week | 6.6 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 30.0 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 119.4 units |
| Legacy μ/wk (reorder pipeline) | 2.1 |
| Revenue exposure — optimistic, 3 months | MAD 4.2K |