ASIA FASHIONFORECAST
ForecastsCategoriesInsights
PREVIEW · v1 item_forecast · R2

What to buy · stock · source next season

Switch perspective: shoppers see entry timing, wholesalers see order windows, retailers see merchandising plans, manufacturers see fabric-colour priorities.

2 / 28 categories passed quality filter (tier ≥ Improving · MAPE < 100%)L3 类目级 · 廓形/材质细分需 VLM (v2 stretch, 3-4 周)
Data as of 2026-07-18
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Season
🔥 MUST-BUY

Current / next season TOP 2

Pre-ranked by the data team on demand strength × confidence. The colour blocks show the top-3 actual selling colours per category.

+126%完善中

Outerwear · Coats

女装 · 26-07 → 27-02 · 峰值 26-07
黑色28%·灰色20%·棕色16%

Coats peak demand in Jul forecast +126% YoY · primary color black · good time to buy

去年同类实际-62%
价格区间₩89k—₩135k—₩189k
近期误差 (MAPE)96.6%
+23%完善中

Bottoms · Culottes

女装 · 27-02 → 27-05 · 峰值 27-02
黑色36%·灰色18%·白色13%

Culottes peak demand in Feb forecast +23% YoY · primary color black · good time to buy

去年同类实际-86%
价格区间₩30k—₩36k—₩44k
近期误差 (MAPE)93.0%
⚠️ AVOID

Cooling categories TOP 0

Demand index < 1.0 and through the quality filter. Showing this honestly beats pretending everything is up.

No meaningful cooling categories this cycle.
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