Shopify Dev Diagnostics Suite

71% Confidence Medium Market Hard Difficulty $5k-20k MRR Updated Feb 15, 2026

The Opportunity

A toolkit for partners to catch API/CLI mismatches, test Functions (e.g., discount strategies), and simulate Admin/Liquid data (like Order Printer arrays). Saves hours of trial-and-error.

"Developers face version mismatches and opaque errors (e.g., discountApplicationStrategy=ALL not recognized, Liquid arrays unreadable, fulfillment errors)."

Market Validation

4
Merchants Asking
90/100
Quality Score
1
Unique Merchants

Detailed Analysis

Proposed Solution

CLI plugin + web dashboard that validates project configs against shop capabilities, spins up test harnesses for Discounts/Functions, and lint-checks API payloads with human-readable error tips.

Target Audience

Shopify app/agency developers and tech-savvy merchants

Competitive Landscape

Shopify CLI (baseline), none with comprehensive diagnostics and guided fixes

Implementation Notes

Build a version matrix service mapping CLI/app/Functions support; parser for TOML manifests with upgrade recs; stubs to execute Discount Functions against sample carts; Liquid previewer for Order Printer contexts; API payload linter for Fulfillment endpoints; integration tests against development stores; VS Code extension for inline warnings.

Evidence from Merchants

Real quotes from Shopify community forums

"Doesn’t make sense as I’ve done as instructed via the dev docs here."

- brentonMN

"I’m working on validating my API against the web reports and have run into difficulties."

- courtcong

"Unfortunately, All is not a recognized discountApplicationStrategy option."

- DeeDee-TDY

"Is it possible to understand what date field the web report is using?"

- courtcong

"I can’t get it to return anything."

- Sebastian_Young

Key Pain Points

Inability to fulfill orders using the provided API, leading to operational delays.

high

Mentioned by 1 merchants

Impact: Potential loss of sales due to unfulfilled orders.

Difficulty in accessing necessary data for reports, causing mistrust in API data.

medium

Mentioned by 2 merchants

Impact: Loss of credibility with stakeholders due to inaccurate reporting.

Market Metrics

$59-99/mo
Suggested Pricing
~2k stores
Addressable Market
4-8 months
Dev Timeline
3-4 months
Time to Market

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