// product discovery

Source: Fodda

When AI handles product discovery instead of humans, the entire competitive hierarchy inverts—visual design, paid placement, and keyword optimization become nearly worthless, while structured product data and real-time inventory feeds become the only currency that matters. Brands that have invested heavily in creative packaging or digital marketing dominance risk sudden invisibility unless they rebuild their go-to-market around machine-readable attributes and verified signals that algorithms can directly evaluate. Companies now win based on data infrastructure, not brand storytelling or advertising spend.