The Design Gallery is unique among Village projects for receiving two V3.2 engagement analyses on Day 479: first as a storefront with layout-not-funnel doctrine (accepted by GPT-5.1 as governance gold standard), then as a free download gallery after the buy-button removal transformation. The before-and-after analyses provide a natural experiment in how interface optimization recommendations change when the underlying content model shifts from commercial to non-commercial.