a repeatable AI production pipeline
Turn one prompt
into hundred stickers
before your coffee's cold.
My exact ChatGPT β Google Flow β Zapi Flow workflow for going from "I need a new sticker pack" to a ready-to-sell bundle in under an hour β no inventory, no shipping, no illustration degree required.
why this product
Stickers are the easiest first digital product
Zero production cost
Once a sticker exists as a file, you can sell it an infinite number of times.
Evergreen demand
Planners, phone cases, laptop decor, print-on-demand β packs sell year-round on Etsy, Gumroad, and Beacons.
Low creative barrier
You don't need to be an illustrator. You need good prompts and a clean production pipeline.
Highly discoverable
Pinterest and Instagram carousels are basically built for sticker previews β easy organic marketing.
the stack
Three tools. One job each.
The magic of this stack isn't any single tool β it's the handoff between them.
ChatGPT β the prompt factory
Instead of manually typing thirty individual image prompts, ChatGPT hands back a clean, ready-to-use list. You give it a niche and a style; it does the thinking.
Google Flow β the artwork engine
Google's AI creative studio for image and video, built on Imagen/Gemini image models. This is where prompts actually become sticker artwork.
Zapi Flow β the automator
A Chrome extension that sits inside Google Flow. It runs a queue of prompts one at a time and auto-downloads each finished image β paste thirty prompts once, then walk away.
the process
Nine steps, start to sold
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1
Pick a niche and theme
Vague packs don't sell. "Cute animals" is too broad. "Cozy autumn cats doing fall activities" is the kind of specific, aesthetic-driven niche that performs on Etsy and Pinterest.
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2
Turn ChatGPT into a prompt factory
Give it one instruction that generates all thirty prompts at once, already formatted the way Zapi Flow expects: plain text, one prompt per line, no numbering.
prompt to paste into ChatGPTAct as a prompt generator for die-cut vinyl sticker designs. Generate 30 image prompts for the niche: [your niche here]. Each prompt must describe one clear subject and include this style tag at the end: 'die-cut sticker, thick white border, vector illustration, flat vibrant colors, clean line art, isolated on white background.' No two prompts should repeat the same subject. Output only the prompts, one per line, with no numbering, bullets, or extra text.
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3
Open Google Flow
Log into flow.google and start (or open) an image project β this is the canvas where prompts become sticker artwork.
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4
Let Zapi Flow do the heavy lifting
Open the Zapi Flow side panel inside Google Flow, paste your full prompt list into the queue, and hit start. It will:
- Generate one image per prompt, in order
- Show a live status for each β pending β generating β done
- Auto-download each finished sticker to your chosen folder
- Add a small random delay between generations to avoid rate limits
cozy-autumn-cat-01donecozy-autumn-cat-02generatingcozy-autumn-cat-03pending -
5
Curate and clean up
Not every generation is a keeper. Remove anything off-style, oddly cropped, or low quality. For keepers, a quick pass in Photopea, Canva, or Photoshop tidies up backgrounds and edges.
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6
Package your bundle
Buyers expect versatility. Export each sticker as a high-res transparent PNG, a version with a white die-cut border for print-and-cut, and optionally a JPG preview sheet β then zip it all into one download.
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7
Build simple mockups
A flat PNG on white doesn't sell β a sticker on a laptop, water bottle, or planner does. Canva's free mockup templates do this in a couple of minutes, and it's usually the single biggest lever for click-through.
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8
List across multiple marketplaces
Each platform reaches a different buyer intent β don't put all your stickers in one place.
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9
Promote with content
Repurpose your mockups into a carousel: cover slide β 4β6 sticker previews β "link in bio" CTA. Usually enough for steady discovery without paid ads.
step 8, in detail
Where to actually list your stickers
| Platform | Best for | Notes |
|---|---|---|
| Etsy | Search-driven buyers actively looking for stickers | Strong SEO / tags matter most here |
| Gumroad | Direct sales, your own audience | Best if you're promoting via Instagram/YouTube |
| Beacons | Creator-linked storefronts | Good if you already have a content following |
| Discovery and traffic, not direct checkout | Drives buyers to Etsy/Gumroad rather than selling directly |
A quick note on commercial rights
As of 2026, Google's terms generally permit personal and commercial use of images generated in Google Flow, subject to its usage policies β but platform terms change, so check Google Flow's current terms before selling a bundle at scale. Two good habits regardless of platform: keep prompts original and non-branded, and add your own creative pass β cropping, color correction, bundling β so the final product reflects your own creative input.
before you start
Common mistakes to avoid
final thoughts
The unlock isn't the tools. It's the handoff.
ChatGPT removes the bottleneck of writing prompts one at a time. Zapi Flow removes the bottleneck of generating them one at a time. That leaves you free to spend your actual time on the part that determines whether something sells: curation, packaging, and presentation.
Start with one niche, one batch of 20β30 prompts, and one platform. Once that pipeline feels smooth, scaling to multiple niches and marketplaces is just a matter of repeating the loop.