tracing

tracing technology guaranteeing attribution

Attribution has always been one of the biggest challenges in digital advertising. In traditional search and social environments, it’s often unclear what led to a click or conversion. Mosaic solves this by embedding advanced tracing technology into every ad, enabling end-to-end visibility across the user journey.

Our system tracks engagement signals like sentiment, location context, and intent across AI interactions. This allows us to offer a new class of guaranteed attribution—where brands not only know who engaged, but why. With Mosaic, advertisers gain actionable insights into what drove performance, creating a smarter feedback loop that improves campaigns and validates return on ad spend.