Topic: Impressions

Cohort analysis is introduced as a technical method to evaluate podcast performance by grouping episodes released at the same time. For shows not focused on discoverability, older cohorts generate minimal listens. However, for shows invested in discoverability, each cohort continues to earn at a declining but non-zero rate, making the total back catalog value significant and changing the calculation of an episode's worth beyond its initial launch.

Google Search Console is a free tool that provides critical data for any domain owner, including which search queries lead to their pages, page click-through rates, average search positions, and pages appearing in results but not clicked. This data is invaluable for understanding discoverability and optimizing content. However, this tool is only accessible for domains a user can prove they control, meaning platform-hosted transcripts cannot leverage this data directly.