With tens or even hundreds of thousands of options at their fingertips, shoppers are switching brands at unprecedented rates. While traditional values like price (30%), quality (16%), and delivery costs (15%) are still significant decision-making factors, a report by McKinsey shows that availability (48%) and convenience (34%) are now the strongest drivers of new purchases.

Data quality issues hampering retail search experience