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Universal Prompt is a Myth: Tailor Prompts for Midjourney Claude ChatGPT

By Heidi

Why One Prompt is Not Good for All AI

Many people think if they write one great prompt, it will work on any AI. This is a myth. A universal prompt is not real. The prompt you use for ChatGPT will give you a bad result in Midjourney. The prompt for Midjourney will confuse Claude. This is because these AI models are very different. They are trained on different data and have different jobs.

ChatGPT is for talking and writing text. Midjourney is for making images. Claude is very good at reading long documents and giving summaries. They all need different instructions. If you want good results, you must learn how to change your prompts for each one. This is about adapting prompts for different AI models. It is a key skill for anyone using AI today.

How to Make a Prompt for ChatGPT

ChatGPT is a language model. It likes to have a conversation. The best way to prompt it is to give it a role and a clear task. For example, say “Act as a professional chef. Give me a simple recipe for pasta.” This tells ChatGPT what job to do and what you want.

Using bullet points or numbered lists for steps also works very well. ChatGPT understands structure. You can ask it to write code, a blog post, an email, or a story. The more context you give, the better the result. Think of it like giving instructions to a smart assistant. You need to be clear and direct. Don't just say “pasta recipe.” Say “simple pasta recipe with tomato and basil for two people that takes less than 30 minutes.”

How to Make a Prompt for Midjourney

Now we talk about images. The prompt for midjourney vs chatgpt is a very different thing. Midjourney does not understand long sentences or conversation. It wants keywords and descriptions. You use commas to separate ideas.

For example, a good Midjourney prompt is: a photorealistic portrait of an old fisherman, weathered face, looking at the sea, dramatic lighting, cinematic, 8k --ar 16:9.

Let’s break this down:

  • Subject: a photorealistic portrait of an old fisherman
  • Details: weathered face, looking at the sea
  • Style: dramatic lighting, cinematic, 8k
  • Parameters: --ar 16:9 tells it the aspect ratio (widescreen).

Midjourney is all about visual words. You describe the scene, the style, the camera angle, and the feeling. It is more like painting with words than having a chat.

What About Claude? A Claude 2 Prompt Guide

Claude, especially Claude 2, is another text AI but it has a special skill. It can handle very large amounts of text. You can upload a whole PDF book and ask questions about it. This makes it different from ChatGPT.

Our simple claude 2 prompt guide is this: give it context first. If you have a long report, paste it into the chat and then start asking your questions. For example:

  1. Paste the whole report about market trends.
  2. Then write a new prompt: “Based on the document above, what are the top 3 risks for next year?”

Claude is very good for research, analysis, and summarizing big information. It is more like a research assistant than just a chatbot. So the prompt structure should be context first, then question. This is the best way to use its power.

The Best Prompt Structure for AI Starts with a Core Idea

So how do you manage all these different styles? The trick is to not start from zero every time. The best prompt structure for AI is to begin with a strong, central idea. This is your core prompt. It contains the main subject and goal.

For example, your core idea is “a marketing campaign for a new coffee shop.” This idea is the base. Before you customize it for each AI, you need this foundation to be clear. To do this part well, you can use tools that help you think through the main parts of your idea. For help with this, you can look at our foundational prompt building process. It shows how to build the core parts of a prompt before you worry about the specific AI model.

Adapting Prompts for Different AI Models

Once you have your core idea, you start adapting prompts for different AI models. This is where you fine-tune it. Let’s use our “coffee shop marketing” idea.

  • For ChatGPT: You would say, “Act as a marketing expert. Create a 30-day social media plan for a new coffee shop. Include post ideas for Instagram and Facebook.”
  • For Midjourney: You would say, “Logo for a new modern coffee shop, minimalist design, green and brown colors, vector art --ar 1:1.”
  • For Claude: You could paste a business plan and say, “Based on this business plan, write a press release for the grand opening of our new coffee shop.”

See how the core idea is the same, but the instructions are very different? Making these small changes is key. Sometimes you need to make these changes fast to see what works best. If you need help with this step, you can use Quick Pilot for rapid refinements to make fast and easy adjustments to your prompts for any AI.

A Prompt Tool Makes This Easy

Remembering all these rules for different AI is hard work. You have to remember Midjourney likes commas and parameters, ChatGPT likes roles and tasks, and Claude likes lots of context. This can be confusing and take a lot of time.

This is why an AI prompt generation tool is so useful. A good prompt tool helps you build the best prompt for the right AI. You can enter your core idea, and the tool will help you add the right details for Midjourney, ChatGPT, or Claude. It takes the guesswork out of writing prompts. This helps you save time and get much better AI results without all the stress.

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