What it does
Takes transcript highlights, guest bios, and key takeaways to write episode descriptions, bullet summaries, and timestamps.
Why I recommend it
Descriptions impact downloads and SEO. Automation keeps pace with production schedules.
Expected benefits
- Faster episode publishing
- Consistent SEO keywords and CTAs
- Better listener engagement
- Less manual editing for producers and hosts
- Built-in sponsor compliance so reads happen verbatim
How it works
Upload transcript (Descript, Riverside, SquadCast) -> Claude identifies hooks, quotable moments, sponsor spots, resources mentioned -> outputs long-form description, bullet summary, timestamps, guest bio refresh, and social copy -> automation pushes copy + assets to your hosting platform and CMS.
Quick start
Feed AI a past transcript to mimic tone before automating, and capture feedback from your host/producer on which adjectives and CTAs they prefer. Use those notes to craft a reusable prompt style guide.
Level-up version
Auto-generate newsletter blurbs, embed sponsor copy, create audiogram scripts, recommend pull quotes for graphics, and produce LinkedIn/Twitter thread summaries for the host. Attach sluglines for YouTube versions.
Tools you can use
Hosting: Buzzsprout, Transistor
Transcripts: Descript, Riverside
AI: Claude
Automation: Zapier, Make, n8n
CMS: WordPress, Ghost, Webflow
Also works with
Webinar recaps, YouTube descriptions.
Technical implementation solution
- No-code: Descript export -> Zapier -> Claude -> Google Doc + Airtable content calendar entry -> manual review before Buzzsprout publish.
- API-based: Recording finished trigger -> storage bucket -> serverless function calls AI -> posts finalized description to CMS + Buffer, updates Airtable tasks, and stores structured data for SEO schema.
Where it gets tricky
Ensuring sponsor mentions comply with contract language, capturing accurate timestamps when you edit after transcription, preventing spoilers for narrative shows, and keeping sensitive guest quotes confidential until approval.
