Demand Forecast
Drill-down by category, sub-category, or SKU (p50 + p95 model)
SKU · AAAHP38752
Écran PC Gamer - XIAOMI - G27i - 27" - FHD - IPS - 165Hz - 1ms
longtail
1P
ECRAN - ENCEINTE
Last 4 weeks demand
3
▼ 25.0% vs prev 4w
Year-over-year
-66.7%
vs same 4w last year (9 units)
Current stock
21
≈ 11.4 weeks of cover
Unit price
MAD 1.3K
avg of last 30 sells · latest 2026-05-07
AAAHP38752
History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU.
Cutoff: 2026-06-08 · Total forecast: 105 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?
Écran PC Gamer - XIAOMI - G27i - 27" - FHD - IPS - 165Hz - 1ms · in the longtail cohort · last 4 weeks 3 units, trending down -25.0% · on-hand 21 units
Signals the model saw
- Cohort: longtail (714 days of history, 128 units sold over 52 weeks)
- Volatility (CV): 0.72 — moderate
- Recent trend: last 4w = 3 units · prev 4w = 4 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 | 9.2 units |
| Realistic (p50) — next 3 months | 28.5 units |
| Optimistic (p95) — next week | 5.9 units |
| Optimistic (p95) — next 4 weeks (reorder target) | 30.9 units |
| Optimistic (p95) — next 3 months (quarterly PO target) | 105.2 units |
| Legacy μ/wk (reorder pipeline) | 2.2 |
| Revenue exposure — optimistic, 3 months | MAD 133.1K |