Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAALI75791
SOFRESH, CREME SOLAIRE SPF 50+ , 50 ML
longtail
3P
SOLAIRES
Last 4 weeks demand
5
▲ 150.0% vs prev 4w
Year-over-year
-44.4%
vs same 4w last year (9 units)
Current stock
483
≈ 370.6 weeks of cover
Unit price
MAD 40
avg of last 30 sells · latest 2026-05-04
AAALI75791
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 50 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?
SOFRESH, CREME SOLAIRE SPF 50+ , 50 ML · in the longtail cohort · last 4 weeks 5 units, trending up +150.0% · on-hand 483 units
Signals the model saw
- Cohort: longtail (616 days of history, 73 units sold over 52 weeks)
- Volatility (CV): 0.77 — moderate
- Recent trend: last 4w = 5 units · prev 4w = 2 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 1.0 units |
| Realistic (p50) — next 4 weeks | 4.0 units |
| Realistic (p50) — next 3 months | 14.7 units |
| Optimistic (p95) — next week | 3.1 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 14.0 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 49.9 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 2.0K |