Which e-commerce innovation has most dramatically changed how architects discover and specify building materials in the last decade?

The architectural industry has undergone significant transformation with the rise of digital marketplaces. Online platforms have changed how architectural products, materials, and services are sourced and purchased. This trivia question explores a notable trend in architectural e-commerce that has shaped how professionals discover and specify products for their projects.

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AI-powered material recommendation engines that suggest products based on project specifications and sustainability goals
Blockchain-based material verification systems for product authenticity
AR-enabled visualization tools that only work with proprietary product catalogs
Subscription-based material sampling services with unlimited physical samples