Demand Forecast

Drill-down by category, sub-category, or SKU (p50 + p95 model)
Back to category view
Cahier universitaire - BLEU MARINE - 8 sujets - A4 - 384 pages - 70g
SKU · AAAAG78137

Cahier universitaire - BLEU MARINE - 8 sujets - A4 - 384 pages - 70g

longtail 3P PAPIER - CAHIER - CARNET
Open on marjanemall.ma

Last 4 weeks demand

0
≈ stable (0.0% vs prev 4w)

Offer Stock

49
Σ Stock across 1 live offer (1P + 3P) · 2026-06-30

1P stock

0
no 1P (MARJANEMALL) stock in the 2026-06-30 snapshot

Unit price

MAD 62
avg of last 15 sells · latest 2026-04-26

AAAAG78137

History (last 52 weeks) and LightGBM p95-quantile forecast for the SKU. Cutoff: 2026-06-22 · Total forecast: 38 units.
Actual Realistic forecast Optimistic Out of stock

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?

Cahier universitaire - BLEU MARINE - 8 sujets - A4 - 384 pages - 70g · in the longtail cohort · last 4 weeks 0 units, stable demand · on-hand 50 units

Signals the model saw

  • Cohort: longtail (875 days of history, 17 units sold over 52 weeks)
  • Volatility (CV): 0.82 — moderate
  • Recent trend: last 4w = 0 units · prev 4w = 0 units
  • Stockouts (last 13 weeks): none — history is reliable
  • Calendar events firing in forecast window: none

Model output

Realistic forecast — next week0.2 units
Realistic forecast — next 4 weeks0.8 units
Realistic forecast — next 3 months8.2 units
Optimistic — next week1.0 units
Optimistic — next 4 weeks (reorder target)3.2 units
Optimistic — next 3 months (quarterly PO target)37.9 units
Legacy μ/wk (reorder pipeline)0.6
Revenue exposure — optimistic, 3 months MAD 2.3K