![How to Find Shopify Stores by City [43,437-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-find-shopify-stores-by-city.webp&w=3840&q=75)
How to Find Shopify Stores by City [43,437-Store Study]
We analyzed 514,976 Shopify stores and validated 43,437 city records to show how to find local Shopify prospects without junk location data.
26 guides and insights on data study for Shopify store research.
![Stores Ready to Switch Shopify Apps [515K Study]](/_next/image?url=%2Fimages%2Fblog%2Fstores-ready-to-switch-shopify-apps.webp&w=3840&q=75)
We analyzed 515,358 Shopify stores to find when competitor-installed merchants are worth pitching, and when greenfield outreach still wins.
![Shopify App Market Share [508,680-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-app-market-share.webp&w=3840&q=75)
We analyzed 508,680 Shopify stores to measure app market share. Klaviyo leads at 20.6%, but category winners change fast as stores scale.
![Shopify B2B Features by Plan [494K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-b2b-features-by-plan.webp&w=3840&q=75)
Shopify B2B is no longer Plus-only. We reviewed current plan limits and analyzed 494,789 stores to see who actually uses visible wholesale tooling.
![How to Find New Shopify Stores [7,707-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-find-new-shopify-stores.webp&w=3840&q=75)
We analyzed 7,707 recently founded Shopify stores to show which new stores are worth prospecting, and how to find them before lists get noisy.
![Best Shopify Apps for Health Stores [15K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-apps-for-health-stores.webp&w=3840&q=75)
We analyzed 15,419 Shopify health stores. Subscription apps over-index 4.8x, email leads at 34%, and 94% have no subscription app.
![Best Shopify Apps for Sports Stores [15K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-apps-for-sports-stores.webp&w=3840&q=75)
We analyzed 14,668 Shopify sports stores. GovX ID over-indexes 5.2x, email leads at 30%, and 76% have no review app.
![Best Shopify Apps for Food Stores [30K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-apps-for-food-stores.webp&w=3840&q=75)
We analyzed 30,563 Shopify food stores to find the most-used apps. Subscription apps dominate at 6x the platform average.
![Best Shopify Apps for Home Stores [44K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-apps-for-home-stores.webp&w=3840&q=75)
We analyzed 44,267 Shopify home and garden stores. Big catalogs, low tech investment. Here's what they install and where the gaps are.
![Best Shopify Apps for Jewelry Stores [20K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-apps-for-jewelry-stores.webp&w=3840&q=75)
We analyzed 20,072 Shopify jewelry stores. Highest email adoption of any vertical (32.3%), strongest wishlist signal, and massive gaps.
![Shopify Retention Gap [358,686-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-retention-gap.webp&w=3840&q=75)
40% of Shopify stores run ads but have zero retention apps. We analyzed 358,686 stores to map the gap by traffic tier, category, and where to prospect.
![Best Shopify App Combinations [347K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-app-combinations.webp&w=3840&q=75)
We analyzed 347,101 Shopify stores to find which app combinations correlate with growth. Support + Loyalty shows a 20x lift at higher traffic tiers.
![How Many Shopify Apps Is Too Many? [340K Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-app-bloat.webp&w=3840&q=75)
We analyzed 340,557 stores and found the average runs 2.5 apps. 6.8% are bloated (8+). Here's what the data says about app count limits.
![Shopify Plus Upgrade Signals [340K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-plus-upgrade-signals.webp&w=3840&q=75)
We analyzed 340,416 stores to find which signals predict a Shopify Plus upgrade. 13,518 high-traffic stores haven't upgraded yet.
![Which Niche Should Your Shopify Agency Target? [332K Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-agency-niche-guide.webp&w=3840&q=75)
We ranked 15 Shopify verticals by tech gaps, contact accessibility, and budget signals. Data-backed guide to picking your agency's niche.
![Shopify B2B Opportunity Map [331K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-b2b-opportunity-map.webp&w=3840&q=75)
We analyzed 331,692 Shopify stores to map where the B2B opportunity is. 73,510 Plus stores, massive tech gaps, and how to prospect them.
![Shopify App Spending: What 120K Stores Pay [Data]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-app-spending.webp&w=3840&q=75)
We analyzed 120,017 Shopify stores to reveal what they actually spend on apps. Breakdown by traffic tier, niche, and category.
![LinkedIn Prospecting for Shopify Agencies [406K Study]](/_next/image?url=%2Fimages%2Fblog%2Flinkedin-prospecting-for-shopify-agencies.webp&w=3840&q=75)
67,375 Shopify store owners have LinkedIn profiles. We analyzed 406K contacts to build the agency playbook for LinkedIn prospecting.
![Shopify Agentic Commerce: Only 10% Ready [306K Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-agentic-commerce.webp&w=3840&q=75)
We scored 305,991 Shopify stores on AI readiness. Only 9.8% are prepared for agentic commerce. The agency opportunity is massive.
![Who Runs Shopify Stores? [297K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fwho-runs-shopify-stores.webp&w=3840&q=75)
We analyzed 297,336 stores to profile Shopify merchants by country, industry, tech maturity, and contact role. Original data replacing recycled stats.
![7 Shopify Buying Signals From Tech Stack Data [295K Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-buying-signals.webp&w=3840&q=75)
We analyzed 295,831 Shopify stores and found 7 tech stack patterns that predict purchase intent. 97K stores leak email subscribers.
![50 Best Shopify Stores in 2026 [Data-Ranked Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-stores.webp&w=3840&q=75)
The 50 best Shopify stores ranked by tech stack, traffic, and growth signals from 289K stores. Not opinions, real data.
![Shopify Store Benchmarks 2026 [289K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-store-benchmarks.webp&w=3840&q=75)
Real benchmarks from 289K Shopify stores: apps, pixels, themes, and tech stack data by traffic tier, category, and country.
![7 Signs a Shopify Store Needs a New Agency [240K Study]](/_next/image?url=%2Fimages%2Fblog%2Fsigns-shopify-store-needs-new-agency.webp&w=3840&q=75)
We analyzed 240,121 Shopify stores and found 7 signals that a store needs a new agency. 57,594 run deprecated themes. Here's how to find them.
![Best Shopify Apps for Beauty Stores [19K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-apps-for-beauty-stores.webp&w=3840&q=75)
We analyzed 19,026 Shopify beauty stores. Klaviyo leads at 27%, reviews adoption beats all verticals, and 53% still have no email app.
![Best Shopify Page Builder Apps in 2026 [185,434-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-page-builder-apps.webp&w=3840&q=75)
We analyzed 185,434 stores to find the best Shopify page builder apps. PageFly leads with 85% share. Data by traffic tier, niche, and Plus status.