Data Foundations for Responsible Personalization
Zero-party data is volunteered directly by customers. First-party data reflects observed interactions. Third-party data adds external context. Use each transparently, prioritize what customers share intentionally, and design experiences that earn additional disclosures through obvious, delivered value.
Data Foundations for Responsible Personalization
Identity resolution stitches events across devices and channels, creating a unified profile anchored by consent. With deduplicated, verified identities, automation can personalize responsibly, avoiding awkward mismatches, repetitive messages, and frequency spikes that erode trust and waste budget.