Source: Search Engine Journal
As AI agents consolidate search results into curated shortlists, the traditional pay-per-impression model breaks down for brands outside the top tier. Advertisers now compete on relevance and conversion efficiency rather than visibility alone. Google's shift toward "agentic commerce" means winning placement requires mastering product data feeds, conversion signals, and recommendation algorithms—not just bid strategy. Brands that can't prove immediate transaction value face practical invisibility. E-commerce compresses into a winner-take-most distribution where placement in the top three to five becomes the only achievable goal.