Demand Forecast

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Lisseur à Vapeur - Professional Hair Salon KR-008A
SKU · AAABE02111

Lisseur à Vapeur - Professional Hair Salon KR-008A

longtail 3P COIFFURE
Open on marjanemall.ma

Last 4 weeks demand

1
new activity (no prior baseline)

Year-over-year

-66.7%
vs same 4w last year (3 units)

Current stock

1,013
≈ 1022.0 weeks of cover

Unit price

MAD 197
avg of last 30 sells · latest 2026-03-31

AAABE02111

History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU. Cutoff: 2026-06-08 · Total forecast: 49 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?

Lisseur à Vapeur - Professional Hair Salon KR-008A · in the longtail cohort · last 4 weeks 1 units, new activity (no prior baseline) · on-hand 1013 units

Signals the model saw

  • Cohort: longtail (791 days of history, 42 units sold over 52 weeks)
  • Volatility (CV): 0.57 — 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 week1.1 units
Realistic (p50) — next 4 weeks4.2 units
Realistic (p50) — next 3 months16.5 units
Optimistic (p95) — next week2.7 units
Optimistic (p95) — next 4 weeks (reorder target)13.1 units
Optimistic (p95) — next 3 months (quarterly PO target)48.5 units
Legacy μ/wk (reorder pipeline)1.3
Revenue exposure — optimistic, 3 months MAD 9.5K