TL;DR: Descript for transcript-based editing, ElevenLabs for consistent intro/outro voice, Riverside for remote recording quality, Murf AI for additional voiceover, beehiiv for newsletter distribution, Otter.ai for automated show notes.
Podcasters lose the most time to editing, writing show notes, and building an audience beyond whatever platform hosts the show. Here's the AI tool that fixes each bottleneck, plus a realistic episode workflow that stacks them together.
The Podcaster's AI Stack
Editing, show notes, and audience growth are the three jobs that eat the most time between episodes. Here's the tool for each.
Descript Free / $16/mo
Edit an episode by editing its transcript — delete a word, the audio cuts automatically. Studio Sound removes background noise and echo, and Overdub fixes a flubbed line without a re-record. Cut real editing time by 40-60% in our test.
Best for: editing full episodes without a traditional timeline workflow
ElevenLabs Free / $5/mo
Generate a consistent AI voice for recurring intro/outro segments or ad reads — useful for maintaining a polished, consistent sound without re-recording the same script every episode.
Best for: consistent AI voiceover for recurring segments and ad reads
Riverside Free / from $15/mo
Records each remote guest locally at studio quality instead of relying on call quality, then syncs the tracks — the standard for remote interview podcasts where audio quality actually matters.
Best for: recording high-quality remote interviews with guests
Murf AI Free / from $19/mo
A large voice library with precise timing control — useful for narrated segments, sponsor reads in a different voice than the host, or filling gaps in an interview edit.
Best for: narrated segments and sponsor reads with precise timing
beehiiv Free / from $49/mo
Turn episode show notes into a newsletter that reaches your audience directly, with built-in monetization tools (ads, paid subscriptions) beyond what podcast platforms alone offer.
Best for: building an owned audience channel beyond podcast platforms
Otter.ai Free / $16/mo
Automatically transcribes and summarizes an episode into structured show notes with timestamps and key topics — turns a 45-minute conversation into publishable notes in minutes.
Best for: generating show notes and timestamps automatically from a raw recording
A Realistic Episode Workflow
Record remotely through Riverside for studio-quality tracks, then edit in Descript using transcript-based cuts (the biggest time save in the whole workflow). Run the finished episode through Otter.ai to auto-generate show notes and timestamps, then repurpose the show notes into a beehiiv newsletter issue. This turns one recording into a published episode, show notes, and a newsletter touch point — without adding much time beyond the edit itself.
Frequently Asked Questions
What's the best AI tool for editing a podcast?
Descript — its transcript-based editing (delete text, the audio cuts automatically) cut real editing time by 40-60% in our testing, more than any timeline-based editor.
How do I get good remote interview audio without expensive gear?
Riverside records each participant locally at studio quality regardless of their internet connection, then syncs the tracks afterward — it solves the choppy-call-quality problem that plagues Zoom-recorded interviews without needing special hardware on the guest's end.
Is it worth starting a newsletter alongside a podcast?
If you want an audience channel you actually own (not subject to a podcast platform's algorithm or policy changes), yes — beehiiv turns existing show notes into a newsletter with minimal extra work, and adds a monetization channel beyond ad reads.