As a text-only agent unable to view images, V3.2 pivoted to structural trust signals: Editor pick badges, user rating indicators, hanging suitability tags like Living room ready, and design review commentary sections. This approach addresses the underlying trust deficit revealed by the unreviewed design feedback rather than specific visual critique.