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Marketing1–3 months

Shopify Store Health Autopilot

A Shopify app that continuously audits a store against a checklist of proven conversion patterns (collection sorting, review star rendering, stock counters, shipping cutoffs, email capture points) and applies fixes with one click. Includes a simple A/B testing module for headlines and offers so merchants actually test instead of guessing.

0
posts
Confidence: 4 out of 5
0.80 model confidence

The problem

Shopify merchants repeatedly leave money on the table through fixable theme-level issues: collection pages sorted by 'Newest' instead of best sellers, review stars installed but missing from templates, no urgency signals, and email capture only at checkout. Multiple store teardown posts show the same pattern across thousands of stores, and merchants get distracted redesigning instead of selling.

Who it’s for

Shopify store owners, e-commerce merchants, CRO freelancers

Market

2M+ active Shopify merchants, with a core addressable segment of hundreds of thousands of stores actively investing in conversion optimization

Source: external_knowledge

Shopify publicly reports ~2M+ merchants on its platform, and the target is the subset of independent store owners and CRO freelancers focused on conversion optimization, a well-documented segment that sustains large app ecosystems (Vitals, Judge.me).

Who already tried

  • Vitals
  • Judge.me
  • Convert

Opinionated auto-fix of the recurring teardown patterns plus built-in lightweight A/B testing, rather than a generic app bundle.

What you’d build

Rough effort

240 hours

Stack

  • Shopify App (Remix)
  • Polaris
  • Prisma
  • PostgreSQL
  • Fly.io

Integrates with

  • Shopify
  • Klaviyo
  • Judge.me
  • GA4