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Shopify9 min read2026-05-25

Building a Shopify App: From Idea to App Store

Everything I learned building AI Store Doctor — the tech stack, OAuth flow, and what it takes to ship a real Shopify app.

Why Build a Shopify App?

The Shopify ecosystem has over 4.4 million merchants. Apps solve real problems and can generate recurring revenue.

Planning Your App

  1. 1.Identify a real pain point (talk to merchants)
  2. 2.Research existing solutions (find gaps)
  3. 3.Define your MVP — ship the smallest useful thing
  4. 4.Choose your pricing model (freemium works best)

Tech Stack

  • Backend: Node.js + Express (ESM)
  • Frontend: React + Vite + Shopify Polaris
  • AI: Google Gemini for content generation
  • Hosting: Railway (Docker containers)
  • Auth: Shopify App SDK (OAuth)

The OAuth Flow

  1. 1.Merchant installs your app from App Store
  2. 2.Shopify redirects to your callback URL with auth code
  3. 3.Exchange code for access token
  4. 4.Store token and start making API calls

Key APIs

  • REST Admin API — Product management, orders, inventory
  • GraphQL API — More efficient for complex queries
  • App Bridge — Embedded app experience
  • Polaris — Shopify's design system

Common Pitfalls

  • Rate limiting (REST API has limits)
  • Session storage (don't lose access tokens)
  • Webhook handling (verify HMAC signatures)
  • App review process (follow Shopify guidelines)

Launching

  • Submit to Shopify App Store
  • Prepare listing with screenshots and description
  • Set up support channels
  • Monitor reviews and iterate
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