Inefficient bottoms cracking and excessive coke formation during fluid catalytic cracking drive up operational costs and reduce high-value yields. Precise control over the alumina-silica crystallization and matrix reactivity optimizes heavy hydrocarbon conversion while minimizing carbon byproduct.