ChatGPT can write a comment. It still isn’t sitting in your feed.

ChatGPT is fine when you paste a post and ask for a reply. The friction starts when you have to leave LinkedIn, copy context, paste a draft back, and hope you didn’t lose the thread.

Reply tools that live closer to the comment box solve a different problem: same draft quality goals, less tab-hopping. Human review still matters. Auto-posting “engagement” is how feeds fill with empty praise.

Notes on AI reply management in 2026

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