Telegram + TikTok posting, approve once, publish everywhere
Send an idea or voice note in Telegram and publish to TikTok with approvals and…
Create faceless short-form videos at scale without hiring editors. Turn a brief, product feed, or blog post into scripted, voiced, branded clipsβready to publish in minutes.
A workflow pulls inputs (topics, URLs, product data) from places like Google Sheets, RSS, or a form. It then generates a short script, title, and captions with an LLM such as OpenAI, and can create a voiceover using a TTS provider. Next, a video tool like Creatomate assembles scenes, stock assets, subtitles, and branding into a final export. Files are saved to Drive and routed for approval or scheduled publishing.
Not necessarily. Most Flowpast workflows are plug-and-play: you connect accounts, pick a template, and replace a few fields like brand colors and prompts. If you can edit a Google Sheet and follow a checklist, youβll be fine. For advanced setups (multi-brand templates, A/B hooks, dynamic B-roll), light n8n familiarity helps, but you donβt need to code.
If your current process involves writing scripts, generating voiceover, building captions, exporting, and uploading, automation can cut the work in half. Many teams go from about 2 hours per video to a repeatable 10β20 minute review-and-approve loop. The biggest win is batching: you can generate a week of shorts from one spreadsheet, then only step in for quality checks and final publishing decisions.
Youβll need an n8n workspace, an LLM account (OpenAI or similar), and a video renderer such as Creatomate, plus a place to store outputs like Google Drive. Have a simple input source ready: a Sheet with columns for topic, offer, and CTA is enough. Add your brand kit (logo, fonts, colors) and a basic approval step (email or Slack) so nothing posts without a quick review.
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