$ man content-wiki/platform-specific-ai-strategy

Claude or ChatGPT for structure, you for substance. The workflow: give the AI your raw idea and ask for a post outline or first draft. Take that draft, gut the generic parts, and replace them with the specific thing you actually know ... the project name, the exact number, the outcome that wasn't obvious. Technical LinkedIn audiences detect AI slop immediately. The tell isn't that it's AI, it's that it's nonspecific. "I learned that systems matter more than hustle" is slop. "I cut our onboarding time from 14 days to 3 by killing the welcome email sequence and moving everything into an interactive checklist" is not. Tools like Tapio exist for LinkedIn scheduling. They're useful when starting out. But the more you build your own content operating system ... voice rules, templates, automated workflows ... the less you need them. The content just comes out naturally once the system is running.

The platform rewards speed and takes. Grok's real-time X access gives you signal on what's trending right now, which is a structural advantage over any other AI tool for this platform specifically. The pattern: Grok scouts the conversation, you post the take. Your post should be short, opinionated, and grounded in something specific. AI can get you to a draft in 30 seconds. You spend the other two minutes making it sound like you and not like a thought leadership template. Don't overthink X. Volume and consistency beat any optimization. One well-reasoned opinion posted daily beats five AI-polished posts per week.

Your face and camera are the content on TikTok. AI belongs in the prep layer, not in the video itself. Where AI helps: loose script outlines (not full scripts ... scripted-sounding delivery kills engagement), hashtag research, trend identification in your niche. CapCut's built-in AI features ... auto-captions, background removal, auto-cut on silence ... are the most practically useful AI layer for TikTok creators. Where AI hurts: if you're reading an AI-written script verbatim, viewers feel it. The delivery goes flat. TikTok rewards authenticity more literally than any other platform because you're on camera.

ANTI-PATTERN

Reddit communities detect AI content faster than anywhere else. Not because they have special tools ... because they're actively suspicious and they read carefully. One AI-sounding paragraph in a 400-word comment and you're getting called out in the replies. The move for Reddit: Super Whisper. Speak your thoughts naturally, let it transcribe, clean up manually. The content is 100% your words and your thinking. That's the difference between AI content and AI-assisted workflow. Never be an NPC on Reddit. Non-playable character: someone running on a script instead of thinking for themselves. Reddit karma is built on genuine participation and cannot be shortcutted. You need karma before posting in most subreddits. The only way to build it is commenting on posts you actually care about, adding real value, asking genuine questions. No AI post generator will get you there.

Email is the most intimate channel. Readers feel when it's not you ... not because they can detect AI technically, but because the warmth and specificity of a real person writing to them is distinctive. Use Claude to break blank page paralysis: paste in your rough notes and ask for a draft. Then rewrite almost everything. Keep the structure, kill the generic sentences, add back in the personal detail. The test: would you say this to a specific person you know? Email should pass that test. AI drafts usually don't on first pass.

ANTI-PATTERN

Hiring a VA to run AI tools and reviewing the output is where most content goes generic and stays generic. The content looks the same because it is the same ... same prompts, same output patterns, same LinkedIn commenting templates. The worst offender: the "great point, [rephrasing what they said]" comment format. That's the fingerprint of someone running ChatGPT on other people's posts to generate engagement. Every technical person on LinkedIn recognizes this pattern immediately. If you're using a VA, have them speak their response to a voice memo first, then transcribe and clean. The one test that matters: does it sound like a specific human made a specific observation? Not "does it pass an AI detector" ... those tools are unreliable. Does it sound human? That's the only metric.

Fiverr, Tapio, Later.com, Buffer ... they have a real place when you're starting out and need scaffolding. Use them. But they're training wheels, not a destination. The shift happens when you internalize enough about voice, platform rhythm, and your own content patterns that the system runs through you rather than around you. At that point you're not drafting anymore in the traditional sense. You have hundreds of drafts, notes, half-formed ideas ... and the content just surfaces naturally through the recursive process you've built. That's the real operating system. Not the tools. The version of yourself that has published enough to know exactly what resonates, why, and how to produce more of it.

Can I use the same AI for every platform? Technically yes. Strategically no. Platform norms are different enough that a LinkedIn draft sounds wrong on X and a Reddit comment sounds wrong in a newsletter. Match the tool to the platform's actual content patterns. Is it okay to use AI at all on Reddit? For research, yes. For transcription via Super Whisper, yes. For drafting your actual post or comment, no. The community will notice. How much should I edit AI output? Enough that no specific sentence is verbatim AI unless it was already perfect. Rule of thumb: if you can't remember why you wrote a specific sentence, it's probably AI output you didn't properly edit. Do AI detectors work? Not reliably enough to depend on them, in either direction. Don't use them to "clear" your content. Just write like a human. What's the fastest path to building my own content OS? Publish consistently for six months using AI as a draft layer. Track what you actually had to rewrite every time. Those rewrites are your voice rules.