A worry-free workflow for creating copy-and-visual plans collaboratively with ChatGPT, Claude, Gemini, and Midjourney—solving the problem of endless revisions.

When one person writes copy, does strategy, finds images, and then turns everything into a poster, the most crushing part isn’t the workload—it’s the “endless revisions.” I recommend dividing the work among ChatGPT, Claude, and Gemini, then using Midjourney as the final visual closer. Once the workflow runs smoothly, the number of revision rounds will drop noticeably.

Break the task apart—let the three large models each do their own thing

My habit is to have different models handle “different types of mental work” to avoid homogenized output.

• ChatGPT: produce structured outlines, SOPs, and checklist-style content—the more detailed, the better
• Claude: make the wording flow smoothly, especially for long-form pieces, brand voice, and user empathy
• Gemini: add ideas from multiple angles, such as competitor perspectives, audience questions, and alternative title options

One prompt to keep them from going off the rails

A universal template can be written like this: You are an operator in the XX field. Please give me a plan that can be published directly, including target audience, pain points, selling points, 10 titles, a 300-word main text, and a closing call-to-action. Then I’ll ask them “don’t repeat each other” to push the duplication rate down.

Midjourney only accepts visualization instructions

Don’t throw an entire block of copy into Midjourney—it responds better to “scene descriptions.” I’ll have Claude distill the copy into visual elements: subject, setting, style, color palette, and composition, then hand that to Midjourney to generate images. The hit rate is much higher.

Common sticking points—small gripes, but genuinely useful

• Inconsistent content style: use the same brand tone description and paste it into all three models
• Output is too vague: ask them for “quantifiable details,” such as steps, examples, and banned words
• API or key errors: first check whether the key is entered incorrectly and whether the network is available—these issues are also common when developing plugins

If you’re still struggling back and forth with account region restrictions, subscription payments, and model switching, I suggest checking out Titikey—it’s a one-stop way to lower the barrier to using these tools. The time you save is real productivity.