How to automate podcast TTS with ElevenLabs + Zapier
Small podcast network wants to auto-generate episode TTS, add intros/outros, and push finalized MP3s to hosting via Zapier. Looking for Zap templates, rate-limit handling, and best voice cloning practices.
Best tools for this use case
Based on the workflow in this discussion, these tools are useful starting points to review.
ElevenLabs
High-quality AI voice platform for narration, dubbing and audio production.
Zapier
Best general-purpose automation layer for connecting tools and processes quickly.
GitHub Copilot
Leading coding assistant for day-to-day developer acceleration.
Answers
Approved replies, operator insight, and tactical follow-up from the community.
Quick Zap blueprint: trigger on new episode (RSS/Drive/Sheet) → use ChatGPT to assemble the speaking script with intro/outro placeholders → call ElevenLabs (Webhooks or app) to synthesize in short segments → run a serverless ffmpeg step (Lambda/Cloudflare) to concatenate segments + add intro/outro → push final MP3 to hosting. For rate limits: chunk long text, queue with Zapier Storage/Delay, implement exponential backoff on 429s. For cloning: supply clean, varied recordings, consistent mic, consent, and validate on short samples first.