Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · LIQ4100420083594
8359 LIQUI MOLY - Stop fuite huile Anti-fuite - 300ml
longtail
3P
OUTILLAGE
Last 4 weeks demand
9
▲ 350.0% vs prev 4w
Year-over-year
+125.0%
vs same 4w last year (4 units)
Current stock
27
≈ 42.7 weeks of cover
Unit price
MAD 65
avg of last 30 sells · latest 2026-04-29
LIQ4100420083594
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-22 · Total forecast: 46 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?
8359 LIQUI MOLY - Stop fuite huile Anti-fuite - 300ml · in the longtail cohort · last 4 weeks 9 units, trending up +350.0% · on-hand 27 units
Signals the model saw
- Cohort: longtail (1155 days of history, 56 units sold over 52 weeks)
- Volatility (CV): 0.55 — moderate
- Recent trend: last 4w = 9 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 | 4.1 units |
| Realistic (p50) — next 3 months | 13.6 units |
| Optimistic (p95) — next week | 3.1 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 13.3 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 45.5 units |
| Legacy μ/wk (reorder pipeline) | 1.1 |
| Revenue exposure — optimistic, 3 months | MAD 3.0K |