Nikolaj Vestergaard

Set up GA4 channels to measure AI shopping traffic separately.

AI-compressed shopping requires product pages that adapt to what returning customers already know.

A fresh data problem disguised as an AI accuracy issue.

AI sales reps handle discovery and cart recovery; live chat handles post-purchase loyalty.

AI conversations show exactly why shoppers abandon carts before they leave the page.

AI Overviews reward brands with readable product data, not just traffic-driving clicks.

AI agents now shop before brands can influence the sale.

AI agents are already shopping your storefront—your chat system is now a brand defense.

AI agents rate your store differently than Google does, and most Shopify stores fail the test.

AI agents are reshaping how Shopify stores attract and convert qualified buyers.