Weekly Market Intelligence Reports | AppScout

Weekly Market Intelligence Reports

Free, data-driven Shopify app opportunities validated from thousands of merchant discussions. Published every week. No signup required.

What's in Each Report?

Validated Opportunities

5-10 high-confidence app ideas with 70%+ validation scores

Merchant Evidence

Direct quotes and pain points from real merchant discussions

Market Data

Competition analysis, market size, and revenue estimates

Technical Feasibility

Required APIs, complexity rating, and build time estimates

Latest June 12, 2026

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.

286 views 6 min read
June 5, 2026

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.

166 views 7 min read
May 29, 2026

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.

249 views 7 min read
May 22, 2026

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.

297 views 6 min read
May 15, 2026

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.

199 views 6 min read
May 8, 2026

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.

241 views 6 min read
May 1, 2026

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.

312 views 7 min read
April 24, 2026

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.

242 views 7 min read
April 17, 2026

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.

262 views 7 min read
April 10, 2026

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.

270 views 7 min read

Want More Than Just Weekly Reports?

Get instant access to our full database of validated Shopify app opportunities. Search, filter, and track what matters to you.