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

说明与用途

构建了一个自动化流水线，将单个提示生成39个贴纸包，进行矢量化、打包、发布到Gumroad，并通过SEO页面分发流量，全部运行在低成本VPS上。

问题

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

结果

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

工作流

• 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.

证据

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

来源

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

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

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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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