From Discovery To Recognition: How Loyalty Closes The Intent Gap

AI is fragmenting how people shop. Discovery happens everywhere, from answer engines to brand sites to marketplaces. And each is drawing a different shopper with a different set of intentions. One person might spend 20 minutes comparing options in ChatGPT, while another might go straight to a brand or retailer website. A third might click through on a deal.

Companies are struggling to navigate this new environment and allocate investments across paid, SEO, and GEO. Getting it wrong may prove costly. Shopify reports AI-referred sessions converting at nearly 50% higher rates than organic search sessions, while social-referred traffic shows materially higher abandonment rates.

How someone arrives is shaping whether they buy. Too few companies recognize the problem.