AppScout Developer Blog

Weekly Series Latest

Week 19, May 2026: The unglamorous Shopify app ideas merchants keep asking for

This week’s best opportunities are boring in the right way: bulk edits, feed fixes, receiving workflows, and inventory sync that saves real time.

6 min read May 8, 2026

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Weekly Series

Week 18’s Shopify App Gaps: Retention, Wholesale Workflows, and the New Battle for Clean Data

This week’s signals point to one thing: merchants are paying for apps that protect revenue, not just report it.

7 min read May 1, 2026

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Weekly Series

Week 17, April 2026: The best Shopify app ideas are fixing operational leaks, not adding features

This week’s strongest opportunities are about preventing revenue loss: returns, inventory sync, and theme confusion.

7 min read Apr 24, 2026

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Weekly Series

Week 16, April 2026: 7 Shopify App Ideas Merchants Keep Reaching For

This week’s signals are blunt: merchants want better shipping math, cleaner upsells, and less manual catalog work. A few of these are easy to build—and easy to sell.

7 min read Apr 17, 2026

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Weekly Series

Week 15 Shopify App Opportunities: The Unsexy B2B and Ops Gaps Merchants Keep Paying to Fix

This week’s best app ideas aren’t flashy — they’re the boring workflows merchants can’t stop asking for.

7 min read Apr 10, 2026

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Weekly Series

Week 14, April 2026: The Inventory Stack Is Breaking — and Shopify Devs Can Profit

This week’s strongest app ideas all point to one thing: inventory is still a mess. From flash-sale sync to mixed COGS tracking, the pain is real.

8 min read Apr 3, 2026

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Weekly Series

Week 13, March 2026: The Hidden Shopify App Opportunities Merchants Are Actually Asking For

This week’s best app ideas aren’t flashy—they’re the boring, high-value workflow fixes merchants keep asking for.

7 min read Mar 28, 2026

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Building in Public

Introducing labs.appscout.io: We Build Apps from AI-Discovered Insights

Today we're launching labs.appscout.io - a transparent platform that validates AI-discovered business opportunities by building real, profitable Shopify apps. Watch us prove that AI insights can become actual businesses, one app at a time.

14 min read Jan 23, 2026

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app opportunity-analysis

December 2025 Market Intelligence: 11 Validated Shopify App Opportunities

Real merchant pain points, confidence scores, and revenue estimates from our AI-powered community analysis. Data exports dominate with 7 opportunities - merchants are screaming for better data tools.

11 min read Dec 28, 2025

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industry insights

Shopify Editions Winter 2026: 17 Game-Changing App Opportunities for Developers (150+ Updates Analyzed)

Shopify just dropped 150+ updates in Winter 2026 Editions. We analyzed every feature to find the real opportunities for app developers: from agentic commerce APIs to POS Hub integrations, multi-currency tax tools, and AI-powered merchant experiences.

31 min read Dec 10, 2025

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developer tools

Shopify November 2025 Developer Changelog: 7 Critical Updates Every App Developer Must Know

From breaking tax webhook changes to new POS UI extension support, November 2025 brought significant updates for Shopify app developers. This comprehensive breakdown explains what changed, why it matters, and exactly what you need to do to stay compliant and competitive.

24 min read Dec 3, 2025

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Weekly Series

Shopify App Market Intelligence — Week 48, 2025 | AppScout

Shopify App Market Intelligence Report — Week 48, 2025

10 min read Nov 28, 2025

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