AI Content for Social Media: How to Use ChatGPT and Claude Without Sounding Generic
By Jonathan McKelvey ·
Quick Answer: AI content works when AI drafts and a person decides. Give ChatGPT or Claude a specific brief and a written brand-voice guide, ask for several variations, then edit by hand for voice, accuracy, and specifics before anything is approved and scheduled. Google’s guidance says to fact-check and review all AI-generated content before publishing, and Pew Research found 76% of Americans say it’s important to be able to tell AI content from human content. Run this way, AI-assisted workflows cut my content production time by more than half.
Guides in this topic
What should AI do, and what should people do?
| AI is good at | People must own |
|---|---|
| First drafts and variations | Facts, prices, and dates |
| Headline and hook options | Brand voice, the final call |
| Repurposing one idea across platforms | Replies to complaints |
| Summaries and outlines | Client approval |
What does Google say about AI content?
Google cares whether content is helpful, not whether AI touched it. Its Search Central guidance warns that generating many pages “without adding value for users may violate Google’s spam policy on scaled content abuse,” says it’s “critical to manually factcheck and review all AI-generated content,” and suggests being open about how content was created where that makes sense for your audience.
Why does the human edit matter so much?
Because audiences notice. Pew Research (2025) found 76% of Americans say it’s extremely or very important to be able to tell whether content was made by AI or people, and 53% aren’t confident they can. Posts that sound like a template lose trust. Posts with real names, numbers, and a recognizable voice keep it.
The guides above walk through the five-step workflow I use with clients and how it fits into a multi-client calendar.
Related guides
From my work
- Running social media for multiple clients at once Several brands posting on schedule, each in its own voice
Frequently asked questions
- Can you use AI to write social media posts?
- Yes, as a drafting tool. AI is fast at first drafts and variations. A person should own the final post: checking facts, matching the brand's voice, and getting approval before it's scheduled.
- Does Google penalize AI-generated content?
- Google's guidance focuses on value, not the tool. Using AI to generate many pages without adding value for users may violate its spam policy on scaled content abuse, and Google says it's critical to fact-check and review AI-generated content before publishing.
- How do you keep AI content on-brand?
- Write a one-page brand-voice guide (audience, tone, words to use and avoid, example posts) and give it to the AI with every brief. Then edit every draft against that guide.
- How much time does AI save on content?
- HubSpot reports marketers using generative AI save an average of one to two hours a day. In my client work, an AI-assisted, human-edited workflow cut content production time by more than half.