Advertising Technology Blog

Attribution identifies user sources via third-party SDKs. Deep linking uses that data to route users to specific app content. Deterministic matching offers 100% accuracy; probabilistic uses statistics. Key mechanisms include URI schemes, Universal Links, and App Links.

ROI accuracy in mobile marketing depends on accurate attribution and cost data. Separating these risks mismatches and fraud. An integrated solution ensures consistency and better optimization.

Web remains vital for discovery and research, while native apps boost conversion rates. Marketers should use people-based attribution to connect web-to-app journeys, offering seamless experiences across platforms.

LTV forecasting is challenging due to stale ML models and user heterogeneity. Effective systems combine ML, Bayesian methods, and secondary models to reduce bias and variance for accurate predictions.

App marketers measure too few in-app events, missing optimization opportunities. Gaming apps average 5.3 events, non-gaming 7.8, while peak performance requires 16-30. Measuring more events improves ROI, but finding the right balance is key.

Facebook offers two measurement options: using an MMP or Facebook's own tools. MMPs provide cross-campaign attribution, avoid double attribution, and grant user-level data access. Choosing an MMP is recommended for accuracy and independence.