TL;DR

AI gravitates toward a default visual style, but you can teach it your preferences by asking for multiple alternatives to pick from.

The friction

If you ask an AI chatbot or agent to create anything visual, you may soon notice it tends to stick to a certain aesthetic.

AI can certainly create different styles, yet it has little reason to unless you ask for it directly.

At the same time, many of us can’t put a finger on exactly what we like or describe the look we’re after.

Fortunately, there’s an easy fix that I like to call “Design Buffet.”

The fix

Instead of letting AI run with the task right away, tell it to mock up a few designs first.

You want to force a range of different styles and layouts to pick from.

To do that, you can use a prompt like this:

I want to design [what you’re making].
Help me find a look I like:
1. Show me 10 quick mockups with the same content but in wildly different visual styles and layouts.
2. Ask me which ones I love and which I hate.
3. Based on my choices, describe my taste in plain words and ask if I agree.
4. If I confirm, show me 5 brand-new mockups building on my taste.
5. Repeat steps 2-4 until I pick the final design, then build that design.

Let’s try this in ChatGPT with a to-do list app:

ChatGPT prompt requesting 10 design mockups, love/hate feedback, a taste summary, and five refined options per round.

Right away, ChatGPT mocks up a bunch of possible visual directions for me to grade:

ChatGPT’s first Design Buffet round shows to-do app mockups with minimal, editorial, dark, playful, and organic styles.

Based on my picks, ChatGPT tells me what it thinks about my preferences:

ChatGPT infers a preference for bold editorial typography, visible structure, a serious palette, and useful information density.

Once I confirm, ChatGPT zeroes in on a narrower range of choices tailored to my taste:

Five refined to-do app designs explore editorial layouts, including The Dispatch, Nocturne, Operations, and Knockout.

I can keep going or lock in a design I like right away:

ChatGPT asks for confirmation before another round; Daniel replies, “Let’s just build #11.”

Check out the demo app

This approach lets you iterate quickly, avoids wasting time and tokens on a look you’ll have to change later, and uncovers your taste profile so you can bring it to new design tasks.

Do this now

Find an old AI design you weren’t too fond of (or pick a new one to build)
Request a new version using the “design buffet” prompt
Iterate until you’re happy with the look and feel
Save your resulting taste profile so that you can bring it to your future designs.

Know someone who could use this? Share it!

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Dig deeper

I converted the one-off instruction into a self-installing “Design Buffet” skill for AI agents.

The skill also adds extra functionality, including maintaining a constantly updated profile of your taste that evolves as you work on different designs:

Paid subscribers can grab the skill below (and via the AI Agent Hub, which also includes a copy-paste instruction version for chatbots):

Upgrade to paid to unlock Fun Bench and more

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