Read the full report

Drop your email to unlock the full whitepaper

Six chapters: in-chat checkout vs. the discovery layer as the real battleground, before/after on the must-have feed fields, the three-surface priority across ChatGPT × Perplexity × Amazon Rufus, the 15-minute price-and-inventory refresh discipline, how reviews and attributes feed an agent's recommendation logic, and a feed-discover-track checklist for shipping e-commerce GEO. Submit and this page unlocks instantly — along with the entire whitepaper library.