How does cross-device behavior break attribution?

If a subscriber clicks an email on their phone and later completes the purchase on a laptop without a shared cookie identity, the analytics tool cannot connect the events.

This breaks the attribution chain and misrepresents email’s influence. Behind the scenes, the voyage began with email but analytics may credit another channel.