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I don’t think the scheduler market is saturated, I think the “generic posting pipeline” market is. Most tools still feel like calendar software with an AI tab bolted onto the side.
The interesting part in your idea is the feedback loop. Most AI tools generate content once and forget it existed. They don’t actually learn what THIS audience responds to. That’s the missing layer for a lot of smaller brands right now.
One thing I’d be careful about though: brand voice imitation is easier than good taste. A lot of tools can mimic tone, but they still miss timing, context, and platform culture. LinkedIn, Twitter, and Reddit all punish slightly-off content differently.
The workflow automation angle feels stronger to me than pure scheduling honestly. Drafting from meetings, blogs, launches, analytics spikes, etc. is closer to how teams actually work now. We already have enough places to click “schedule.” The bigger pain is turning real activity into content consistently.
I’ve also noticed teams increasingly stitching together multiple tools instead of wanting one giant platform. Cursor, claude, open claw for internal workflows, Runable, sketch etc for campaign assets/landing pages, Buffer or Metricool for distribution. The orchestration layer is still messy.
