Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAMV52052
Imprimante Multifonction - CANON - PIXMA TS3640 - WIFI - Impression Jet d'encre - Scanner
midtail
1P
IMPRESSION - SCANNER
Last 4 weeks demand
8
▼ 63.6% vs prev 4w
Year-over-year
-33.3%
vs same 4w last year (12 units)
Current stock
16
≈ 4.5 weeks of cover
Unit price
MAD 525
avg of last 30 sells · latest 2026-05-06
AAAMV52052
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 129 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?
Imprimante Multifonction - CANON - PIXMA TS3640 - WIFI - Impression Jet d'encre - Scanner · in the midtail cohort · last 4 weeks 8 units, trending down -63.6% · on-hand 16 units
Signals the model saw
- Cohort: midtail (560 days of history, 225 units sold over 52 weeks)
- Volatility (CV): 0.80 — moderate
- Recent trend: last 4w = 8 units · prev 4w = 22 units
- Stockouts (last 13 weeks): none — history is reliable
- Calendar events firing in forecast window: none
Model output
| Realistic (p50) — next week | 4.0 units |
| Realistic (p50) — next 4 weeks | 16.9 units |
| Realistic (p50) — next 3 months | 43.7 units |
| Optimistic (p95) — next week | 10.3 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 43.9 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 128.9 units |
| Legacy μ/wk (reorder pipeline) | 3.4 |
| Revenue exposure — optimistic, 3 months | MAD 67.7K |