

What is the difference between audience insights and shopper insights?
Audience insights apply when the data comes from a publisher or standard data partner, typically evaluated through content and behavioral signals. Shopper insights apply when the data comes from a retailer, evaluated through transaction and loyalty data instead.
How does CRM enrichment differ from audience insights?
CRM enrichment adds external signals to an organization's own customer records at the user level. Audience insights instead analyze overlap and behavior against a partner's audience and generate aggregated results only.
Can shopper insights work without exposing raw transaction data?
Yes. The retailer's transaction and loyalty data stays within its own environment, and only the aggregated shopper insight is shared.
What is CRM enrichment used for?
It strengthens an organization's own customer records with external data, such as demographic or behavioral signals, building a more complete first-party profile.


