Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAPC28861
Verres à Eau - GENERIC - 780131W - 330 ml - Transparent - Élégance Chic
longtail
1P
SERVICE PETIT DEJEUNER
Last 4 weeks demand
1
new activity (no prior baseline)
Year-over-year
-88.9%
vs same 4w last year (9 units)
Current stock
6
≈ 2.0 weeks of cover
Unit price
MAD 27
avg of last 30 sells · latest 2026-04-05
AAAPC28861
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 145 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?
Verres à Eau - GENERIC - 780131W - 330 ml - Transparent - Élégance Chic · in the longtail cohort · last 4 weeks 1 units, new activity (no prior baseline) · on-hand 6 units
Signals the model saw
- Cohort: longtail (448 days of history, 182 units sold over 52 weeks)
- Volatility (CV): 1.36 — moderate
- Recent trend: last 4w = 1 units · prev 4w = 0 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 2.0 units |
| Realistic (p50) — next 4 weeks | 9.0 units |
| Realistic (p50) — next 3 months | 30.7 units |
| Optimistic (p95) — next week | 8.9 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 47.7 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 145.0 units |
| Legacy μ/wk (reorder pipeline) | 2.4 |
| Revenue exposure — optimistic, 3 months | MAD 3.9K |