Keep my look together when an item sells out A shopper has assembled an outfit, but the jacket, dress, or lipstick becomes unavailable.

MVP: Connect a small catalogue with stock data. When an item becomes unavailable, suggest replacements that preserve the shopper’s budget and chosen style. Let them lock favourites—for example, “keep this lipstick”—and regenerate the affected previews.

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