I was curious how some of these newer Instagram pages are scaling so fast, so I spent a bit of time reverse-engineering one that reached ~2.5M followers in a few months.
Instead of focusing on growth tactics, I looked at the technical setup behind the content and mapped out the automation end to end — basically how the videos are generated and published without much manual work.
Things I looked at:
- Keeping an AI avatar consistent across videos
- Generating voiceovers programmatically
- Wiring everything together with n8n
- Producing longer talking-head style videos
- Auto-adding subtitles
- Posting to Instagram automatically
The whole thing is modular, so none of the tools are hard requirements — it’s more about the structure of the pipeline.
I recorded the process mostly for my own reference, but if anyone’s experimenting with faceless content or automation and wants to see how one full setup looks in practice, it’s here: https://youtu.be/mws7LL5k3t4?si=A5XuCnq7_fMG8ilj
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