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industry insights Latest

The Shopify Native Graveyard: Every Native Feature That Already Killed an App Category

Mantle wound down because Shopify shipped its feature natively — the most common way a Shopify app dies. Here is the running list of native features that already ate third-party app categories, with dates and docs, plus how we check whether an app idea is next.

5 min read Jun 22, 2026

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Weekly Series

Week 24, June 2026: The best Shopify app opportunities are all about reducing friction

This week’s strongest signals are boring in the best way: inventory sync, cart logic, WhatsApp ops, and commissions that don’t break on returns.

6 min read Jun 12, 2026

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Weekly Series

Week 23: The Shopify app gaps merchants keep stumbling into — from vacation mode to gift card migrations

This week’s opportunities are practical, painful, and surprisingly unserved: shipping delays, email editing, AOV lifts, and migration cleanup.

7 min read Jun 5, 2026

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Building in Public

MatrixFit Is Live: An 87% Confidence Insight Is Now a Real Shopify App

Five months ago we promised to prove AI-discovered insights can become real businesses. Today, MatrixFit Recommender — born from an 87% confidence AppScout insight — is approved and live on the Shopify App Store. Here's the full journey from signal to shipped app.

6 min read Jun 3, 2026

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Weekly Series

Week 22, 2026: The Shopify App Opportunities Merchants Keep Exposing — From Preorders to Chargebacks

Seven validated Shopify opportunities this week, including preorder logic, mixed-cart shipping, and a surprisingly strong chargeback workflow gap.

7 min read May 29, 2026

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Weekly Series

Week 21, May 2026: The Shopify App Gaps Merchants Keep Hitting in Bulk Ops, B2B Payments, and Marketplace Sync

This week’s best app ideas are all about removing manual work from high-friction merchant workflows. The biggest opportunities are in bulk catalog ops, payment collection, and sync reliability.

6 min read May 22, 2026

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Weekly Series

Week 20 Shopify App Opportunities: 7 Painful Gaps Merchants Keep Hitting

This week’s Shopify opportunity set is packed with real operational pain: fraud, shipping, inventory, wholesale, and B2B checkout.

6 min read May 15, 2026

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Weekly Series

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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