Lead Attribution

AI surfaces expose different referrers and parameters. Standardize source names across sessions, forms, signups, and revenue.

An AI recommendation may influence brand searches, direct visits, and sales conversations without a direct click. Use layered attribution.

AI recommendations make conversion paths harder to track. This article outlines attribution signals and workflows for AI-influenced leads.