Product demand depends on trust, comprehension, and context as much as the headline proposition.
Growth narratives in Islamic finance often move faster than customer-level evidence. A broad statement of interest in Shariah-compliant products cannot tell a bank which product features people understand, value, or will adopt.
Research must distinguish compliance as a prerequisite from the attributes that actually shape choice. Pricing structure, convenience, service, transparency, and institutional trust can each influence decisions differently across customer groups.
Language matters. Concepts familiar to product teams may not be interpreted consistently by customers. Qualitative work should precede large-scale choice testing so the attributes and descriptions reflect real decision-making.
Discrete choice and segmentation can then identify meaningful trade-offs. The aim is not to prove that a product will succeed, but to discover what must be true for adoption—and where the proposition needs refinement.