Demand Forecast

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Pré-shampoing - L'Oréal Paris - SOS Repair - 200 ml - Cheveux abîmés - Nutrition intense
SKU · AAAAN72159

Pré-shampoing - L'Oréal Paris - SOS Repair - 200 ml - Cheveux abîmés - Nutrition intense

midtail 1P CAPILLAIRE OUT OF STOCK
Open on marjanemall.ma

Last 4 weeks demand

6
▲ 50.0% vs prev 4w

Year-over-year

-60.0%
vs same 4w last year (15 units)

Current stock

0
depleted

Unit price

MAD 82
avg of last 30 sells · latest 2026-05-05

AAAAN72159

History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU. Cutoff: 2026-06-08 · Total forecast: 109 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?

Pré-shampoing - L'Oréal Paris - SOS Repair - 200 ml - Cheveux abîmés - Nutrition intense · in the midtail cohort · last 4 weeks 6 units, trending up +50.0% · on-hand 0 units (OUT OF STOCK)

Signals the model saw

  • Cohort: midtail (840 days of history, 149 units sold over 52 weeks)
  • Volatility (CV): 0.80 — moderate
  • Recent trend: last 4w = 6 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 week2.9 units
Realistic (p50) — next 4 weeks12.4 units
Realistic (p50) — next 3 months34.7 units
Optimistic (p95) — next week7.0 units
Optimistic (p95) — next 4 weeks (reorder target)33.8 units
Optimistic (p95) — next 3 months (quarterly PO target)109.2 units
Legacy μ/wk (reorder pipeline)2.7
Revenue exposure — optimistic, 3 months MAD 8.9K