I Built an AI Pipeline That Turns One Idea Into 39 Sticker Packs (Here's the Whole System)

Description and use

An automated pipeline turns a single prompt into 39 sticker packs, vectorises them, packages, publishes to Gumroad, and distributes traffic via SEO pages, all on a low‑cost VPS.

Problem

Scaling a sticker catalog from a single pack to 39 themes required weeks of manual work, which was impractical for the creator.

Outcome

The pipeline produced 39 sticker themes and 118 indexable pages, all sold via Gumroad, with a cost of less than a coffee per week.

Workflow

• Define a strict spec for style, size, background, and file size before generation.
• Generate raster sheets using a text‑to‑image model.
• Vectorise each sheet with a raster‑to‑vector tracer to produce EPS/SVG.
• Package each pack with PNGs, a sticker sheet, EPS, SVG, preview, and a commercial‑use license.
• Automate uploads, descriptions, covers, and publishing via the Gumroad API.
• Schedule uploads to respect Gumroad’s 10‑product‑per‑day limit.
• Build SEO pages, promo pages, Nostr posts, and a hub page to funnel traffic to the Gumroad store.

Evidence

I could design one good sticker pack, but scaling to a full catalogue meant weeks of manual work I didn't have time for.

Source

Everything runs on a single 1‑vCPU VPS with no GPU.

Source

The whole thing costs less than a coffee per week to run.

Source

Gumroad only lets you create 10 new products per day.

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I built a free, automated distribution layer: 76 SEO pages, 42 promo pages, Nostr posts, a hub page.

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