Stickers - Workflow Wednesday

[boreal cape]

This week, we’re exploring GPT-4o Image Generation’s ability to create beautiful, trendy stickers!
From playful cartoon characters to modern typography and subtle symbolic designs, GPT-4o can easily generate sticker-ready images that feel cohesive and polished—all from a simple conversation.

A few quick notes on where to post:

Use this gallery for long-form, step-by-step workflow guides.

Use ⁠https://discord.com/channels/974519864045756446/979617962728226826 for quick, one-shot creations.

For this theme, I decided to make a full sticker pack featuring a mix of fun, cute, and trendy designs.

By telling ChatGPT that I wanted sticker art with a white border, it was able to generate images that could easily be turned into real stickers. For some of them, ChatGPT even removed the background for me, saving me a step to turn a creation into a physical object!

[karmic ember]

can i send messages here? you can ask for transparency when making images (or stickers in this case) to skip that extra step

[dark rapids]

My hypothetical use case today is to create a game called My Sushi Plate. A set of six collectible sushi stickers are tied to dice rolls—shrimp, tuna, egg, salmon, ikura, and California roll—where players race to collect five unique pieces on a sushi platter. I wanted the stickers to appeal to both kids and adults, so I asked for a style that was playful yet polished: stylized forms with clear, recognizable details like glossy roe and layered textures, outlined with a clean white border on a transparent background. First, I discussed the game with ChatGPT and worked with it to design individual stickers.

We started by generating a sample ikura sushi, which turned out great in the first shot. When we moved on to the second sticker (shrimp), I was we needed to reiterate a couple of times until the rice appeared white and slightly glossy, not beige. Once the visual direction felt right, I had the rest of the sushi stickers created in the same style, making sure each one was vivid and well-balanced. Then, at ChatGPT’s suggestion, I added two bonus stickers — wasabi and a soy sauce bottle — to make the set more fun.

This project was a collaborative, iterative process, balancing aesthetics, functionality, and charm. ChatGPT did a great job maintaining the sticker style throughout the workflow. In the end, I have a complete, high-resolution sticker set ready for production.

[calm sphinx]

I tried a topic with ironic stickers that were also a play on words. I provided the first idea ‘Accident on the shoulder. Please flex with caution’. 4o then suggested a few similar ideas, so I also used Emotional baggage claim. Handle with care. I was happy with the results. In my workflow, especially on the 2nd, I tried in-image editing, because it initially read, ‘handle with car care.’ After three attempts with the same repeated error, I opened a new chat and made the request (without any earlier context to interfere). This worked for me and I will probably do it again in the future, until I’m sure he in image-editing works better. It’s just a workaround, but it did work immediately.

[dark rapids]

I asked for "transparent background" while designing my stickers. The results were mixed - half of the time, ChatGPT produced true transparent background; other times, it looked like but not actually transparent. I could have asked it to remove the background but was too lazy.

[dark rapids]

Can't forget the wabi-sabi platter and wasabi!

[dark rapids]

I'd like to order a hundred of the "emotional baggage claim" sticker, plse! 😆

[calm sphinx]

There was a mad rush earlier. I think the shelves are cleared of stickers. A popular item! 😂

[boreal cape]

I love the emotional baggage claim

[dark rapids]

Multimedia Sticker Collage
I was looking at an image I generated a couple of days ago for the daily theme (first image), and suddenly, this idea dawned on me: Can ChatGPT convert it into some sort of collage artwork made of a bunch of stickers? The answer is, yes, it can.

All I said was to “turn the attached image into multimedia art made of stickers on heat-treated aluminum board in iridescent colors.” ChatGPT figured out the rest and turned it into the sticker collage (second image). It explained the transformation process as follows:

1. Heat-Treated Aluminum Effect
   • The background emulates brushed metal with a warm iridescent patina—hues like bronze, plum, cyan, and rose gold shift subtly across the surface.
   • This simulates the natural oxidation shimmer of treated aluminum under angled light.

2. Sticker Simulation
   • Each element (wizard, creatures, balloons, flowers) was rendered with clear silhouette outlines and slight drop shadows, mimicking how vinyl stickers sit atop a surface.
   • Textures were varied:
   o The wizard silhouette is matte black with a faint reflective edge.
   o The creatures and balloons feature soft gradients with a satin gloss—like iridescent or pearlescent vinyl.
   o Flowers use bright, saturated colors with embossed or holographic detailing.

3. Lighting and Depth
   • Highlights and shadows were carefully layered to mimic the tactile surface relief of applied stickers.
   • The glowing moon in the background adds a diffuse light source, enhancing the illusion of sticker elevation with directional shadows.

4. Composition
   • Balanced framing: the moon anchors the right, the balloon trees echo the vertical rhythm of the bike.
   • Colors were calibrated for maximum chromatic interplay, using complementary contrasts (e.g., turquoise + orange, purple + yellow).