Real numbers from the content automation system I built

Stefan Savevski

26d • General Discussion

One of the products I built is a content automation service. Here's what it actually does and the real output:

→ Takes a single topic or idea

→ Generates carousel posts with AI-created images (not stock photos, actual AI-generated visuals)

→ Formats them for Instagram and TikTok

→ Schedules and posts automatically via API

What used to take a business owner 4-5 hours per week of content creation now takes about 15 minutes of approving what the system generates.

And the content actually performs. It's not generic AI slop. The system is trained on what works in each niche because I built feedback loops into it.

If you're spending hours every week making social media content for your business (or paying someone to do it), there's a better way. Happy to break down the architecture if anyone's interested.

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