The Attribution Transparency Premium: Why Methodology Beats Models in Agency Retention

Clients renew agencies that can explain why a channel worked, not just that it did. As AI-mediated discovery fragments the funnel into paid and earned AI visibility tracks, agencies that pair multi-touch attribution with incrementality testing can defend budget reallocations with causal evidence, while shops running black-box models lose the argument the moment a client asks how the number was derived.