Conflicting placement and ranking data
Clients often receive disparate, inconsistent data on where their products or competitors' products appear on Q-commerce platforms. They describe this as 'a fragmented view of the market,' which makes it impossible to judge true share of shelf or search ranking with confidence and keeps strategies reactive.