Forecasting SEO performance remains one of the industry’s biggest challenges. Rankings fluctuate, traffic estimates are unreliable, and attribution is increasingly fragmented. This talk explores how SEO teams can build more commercially grounded forecasting models by connecting visibility opportunities with conversion potential, implementation effort, and business value - helping turn SEO from a reporting function into a measurable investment channel for non-technical stakeholders.