Podcast back catalogues have such HUGE growth potential long after they're published. Over the course of one week in March 2026, I retitled 92 podcast episodes using transcripts, human editorial review, and AI-assisted analysis with ChatGPT and Claude. Here are the promising results.
Very impressive! I have done very little with AI tools, but I have been thinking about doing some of the tasks you mentioned with my back-catalogue, such as thematically organising and considering my episode titles.
Thank you for showing your process and results, and inspiring me to think about the additional value my episodes could give.
My pleasure. There is so much value is evergreen episodes. With catalogues as big as ours it only makes sense to use to tech that can handle big data, right? Good luck and let me know how it goes:)
Very impressive! I have done very little with AI tools, but I have been thinking about doing some of the tasks you mentioned with my back-catalogue, such as thematically organising and considering my episode titles.
Thank you for showing your process and results, and inspiring me to think about the additional value my episodes could give.
My pleasure. There is so much value is evergreen episodes. With catalogues as big as ours it only makes sense to use to tech that can handle big data, right? Good luck and let me know how it goes:)