![Export Shopify Stores by Revenue Tier [500K Study]](/_next/image?url=%2Fimages%2Fblog%2Fexport-shopify-stores-by-revenue-tier.webp&w=3840&q=75)
Export Shopify Stores by Revenue Tier [500K Study]
Export Shopify stores by revenue tier using 501K store data. See which bands have the best contact coverage, Plus mix, and tech-stack signals.
101 guides and insights on shopify for Shopify store research.
![Shopify App Outreach: First 100 Stores [501K Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-app-outreach-first-100-stores.webp&w=3840&q=75)
Shopify app outreach data from 501,325 stores. See the wedges, niches, and tech-stack gaps best suited to landing your first 100 installs.
![Best Shopify Wholesale Apps [495K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-wholesale-apps.webp&w=3840&q=75)
We analyzed 495,091 Shopify stores and found just 1,472 running visible wholesale apps. Here are the best Shopify wholesale apps by use case.
![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 Inventory Management Apps [481K Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-inventory-management-apps.webp&w=3840&q=75)
We analyzed 481,466 Shopify stores and found just 1 detectable inventory app. Here are the best Shopify inventory tools by use case.
![Shopify Server-Side Tracking [183K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-server-side-tracking.webp&w=3840&q=75)
We analyzed 183,408 Shopify stores. Only 1.5% use analytics apps, even as Shopify shifts tracking to Customer Events and server-side measurement.
![Best Shopify Back in Stock Apps [475K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-back-in-stock-apps.webp&w=3840&q=75)
We analyzed 474,871 Shopify stores to find which back-in-stock apps merchants actually use. Only 2.3% run one. Here's the real adoption data.
![Best Shopify Fraud Prevention Apps [475K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-fraud-prevention-apps.webp&w=3840&q=75)
We analyzed 475,076 Shopify stores and found only 0.4% use a visible fraud-prevention app. Here are the tools serious merchants actually run.
Compare the best Shopify apps for building mix and match bundles, from simple bundle widgets to advanced BYOB flows with flexible pricing and inventory sync.
![Best Shopify Returns Apps in 2026 [447K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-returns-apps.webp&w=3840&q=75)
We analyzed 446,848 Shopify stores to find which returns apps merchants actually use. Only 0.156% show one. Here's the honest ranking.
Stocky shuts down August 31, 2026. We analyzed 446,672 Shopify stores to show what public data can prove, and the best alternatives by use case.
![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 Checkout Migration 2026 [385K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-checkout-migration.webp&w=3840&q=75)
Three Shopify deadlines hit in 2026. We analyzed 385K stores to show what breaks, who's affected, and how to migrate.
![Shopify Theme Performance [385K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-theme-performance.webp&w=3840&q=75)
We analyzed 385,030 Shopify stores to measure real-world theme performance. Paid themes run 48% more apps and score 38% higher.
![Best Time to Pitch Shopify Stores [2026 Calendar]](/_next/image?url=%2Fimages%2Fblog%2Fbest-time-to-pitch-shopify-stores.webp&w=3840&q=75)
Month-by-month outreach calendar for Shopify agencies. When to pitch, what to sell, and when to wait based on BFCM, budget cycles, and Editions.
The 5-minute pre-call research system for Shopify agencies. Check theme, apps, pixels, traffic, and contacts to build pitches that convert.
![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 to Start a Shopify Agency in 2026 [347K Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-start-a-shopify-agency.webp&w=3840&q=75)
We analyzed 347,101 Shopify stores to find where agency opportunities actually are. Service gaps, ideal clients, pricing, and how to land your first 10.
![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.
Build a 4-layer outbound sales stack for Shopify prospecting. StoreInspect + Clay + Apollo + Instantly wired together step by step.
![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.
![Shopify Agency Pricing: What to Charge [297K Data]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-agency-pricing-guide.webp&w=3840&q=75)
We analyzed 297,072 stores to build a data-backed pricing guide for Shopify agencies and freelancers. Complexity tiers, service rates, and market gaps.
![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.
![Build a Shopify ABM List in 30 Minutes [295K-Store Data]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-abm-playbook.webp&w=3840&q=75)
Step-by-step ABM playbook for Shopify prospecting. 8 ready-made filter combos with real store counts from 295K stores.
![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.
![Best Shopify Prospecting Tools in 2026 [Honest Comparison]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-prospecting-tools.webp&w=3840&q=75)
We compared 10 Shopify prospecting tools on pricing, contacts, and Shopify filters. Plus the real cost to build a list of 1,000 qualified leads.
![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 Apps for Fashion Stores [63K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-apps-for-fashion-stores.webp&w=3840&q=75)
We analyzed 63,365 Shopify fashion stores to find which apps they actually use. See top apps, adoption rates by growth stage, and where fashion differs.
![Best Shopify SEO Apps in 2026 [260K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-seo-apps.webp&w=3840&q=75)
We scanned 260K+ Shopify stores to find the most-installed SEO apps. Real adoption data, market share rankings, and which apps stores actually choose.
![How to Market a Shopify App [240K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-market-a-shopify-app.webp&w=3840&q=75)
Data-backed guide to marketing your Shopify app. We analyzed 240K stores to show exactly how many merchants need each app category.
![How to Size Your Shopify TAM [240K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-tam-market-sizing.webp&w=3840&q=75)
Calculate your real addressable market within Shopify using original data from 240K stores. TAM by service, niche, traffic tier, and theme type.
![Best Shopify Search Apps in 2026 [246K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-search-apps.webp&w=3840&q=75)
We analyzed 246,272 Shopify stores. Only 0.4% use a search app. Here's what they install, why it matters, and which apps actually win.
![Best Shopify Social Proof Apps [246K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-social-proof-apps.webp&w=3840&q=75)
We scanned 246K Shopify stores to find which social proof apps merchants actually use. Sales Pop Master leads at 60%, but Fomo dominates enterprise.
![Find Shopify Stores That Need a Redesign [Data]](/_next/image?url=%2Fimages%2Fblog%2Ffind-shopify-stores-that-need-redesign.webp&w=3840&q=75)
57,594 Shopify stores still run deprecated themes. Here's how to find them and pitch your redesign services.
![Shopify Store ICP Framework [240K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-store-icp-framework.webp&w=3840&q=75)
Data-backed framework for building Shopify store ICPs. 5 ready-to-use templates sized against 240K real stores.
![Best Shopify Personalization Apps in 2026 [232K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-personalization-apps.webp&w=3840&q=75)
We scanned 232,794 Shopify stores to find which personalization apps they actually use. 97.5% have none. Rebuy leads. Full data breakdown.
![How to Find Shopify Stores Running Paid Ads [120,017-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-find-shopify-stores-running-paid-ads.webp&w=3840&q=75)
We analyzed pixel data across 120,017 Shopify stores. 46.8% run Meta Pixel, 37.2% run Google Ads. Here's how agencies use ad signals to find their best prospects.
![What Services Do Shopify Stores Actually Need? [120,017-Store Gap Analysis]](/_next/image?url=%2Fimages%2Fblog%2Fwhat-services-do-shopify-stores-need.webp&w=3840&q=75)
We analyzed 120,017 Shopify stores to find the biggest tech stack gaps. 62% have no email app. 79% have no reviews. Here's where agencies should focus.
![Best Shopify Affiliate & Referral Apps in 2026 [193,717-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-affiliate-apps.webp&w=3840&q=75)
We analyzed 193,717 Shopify stores to find who runs affiliate programs and which networks they use. 97% don't. Here's the data and the best apps to change that.
![Best Shopify Buy Now Pay Later Apps in 2026 [192,316-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-buy-now-pay-later-apps.webp&w=3840&q=75)
We analyzed 192,316 Shopify stores to find which BNPL apps merchants actually use. Afterpay vs Klarna adoption data by traffic tier, niche, and store size.
![Best Shopify Shipping & Order Tracking Apps in 2026 [193,058-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-shipping-apps.webp&w=3840&q=75)
We analyzed 193,058 Shopify stores to find which shipping and order tracking apps merchants actually use. Route vs AfterShip vs Parcel Panel data and pricing.
![Best Shopify Wishlist Apps in 2026 [192,464-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-wishlist-apps.webp&w=3840&q=75)
We analyzed 192,464 Shopify stores to find which wishlist apps merchants actually use. Swym vs Growave vs Wishlist King adoption data by traffic, niche, and store size.
![Shopify Success Rate: What 191,980 Stores Reveal About Who Makes It [Data Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-success-rate.webp&w=3840&q=75)
We analyzed 191,980 Shopify stores to find the real success rate. 83% never break 50K visitors. Here's what separates stores that grow from stores that don't.
![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.
![Best Shopify Analytics & Attribution Apps in 2026 [183,408-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-analytics-apps.webp&w=3840&q=75)
We scanned 183,408 Shopify stores to find which are the best Shopify analytics apps. Elevar leads at 59%, but 98.5% of stores run no analytics app at all.
![Best Shopify SMS Marketing Apps in 2026 [183,189-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-sms-marketing-apps.webp&w=3840&q=75)
We scanned 183,189 Shopify stores to find which SMS marketing apps they actually use. Only 2% have one. Postscript vs Attentive data by store size and niche.
We mapped 120,017 Shopify stores to 5 growth stages and tracked which apps, themes, and pixels they adopt at each level. Original data, no recycled stats.
![Best Shopify Popup Apps in 2026 [191,742-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-popup-apps.webp&w=3840&q=75)
We scanned 191,742 Shopify stores to find which popup apps they actually use. 95% have none. Here's what the other 5% run, by niche, traffic tier, and store size.
![How Many Shopify Stores Are There in 2026? [183,417-Store Analysis]](/_next/image?url=%2Fimages%2Fblog%2Fhow-many-shopify-stores-are-there.webp&w=3840&q=75)
We analyzed 183,417 Shopify stores to break down what the ecosystem actually looks like: by country, niche, traffic, apps, themes, and Shopify Plus adoption.
![Best Shopify Loyalty Apps in 2026 [162,165-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-loyalty-apps.webp&w=3840&q=75)
We scanned 162,165 Shopify stores to find which loyalty apps they actually use. 93% have none. Smile.io leads with 63% market share. Full data breakdown inside.
![Best Shopify Customer Support Apps in 2026 [153,867-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-customer-support-apps.webp&w=3840&q=75)
We analyzed 153,867 Shopify stores to find which customer support apps they actually use. 94% have none. Here's who runs what, by niche and store size.
![Best Shopify Subscription Apps in 2026 [154,065-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-subscription-apps.webp&w=3840&q=75)
We scanned 154,065 Shopify stores to find which subscription apps they use. 98% have none. Food & Beverage leads adoption at 5.6%. Here's the full breakdown.
![How to Tell If a Website Uses Shopify [7 Free Methods + Accuracy Guide]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-tell-if-a-website-uses-shopify.webp&w=3840&q=75)
Learn 7 reliable ways to check whether any website runs on Shopify. Includes quick checks, source-code signals, and when each method fails.
![Best Shopify Upsell & Cross-Sell Apps in 2026 [143,239-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-upsell-apps.webp&w=3840&q=75)
We analyzed 143,239 Shopify stores and found 98% have no upsell app. Here's what the other 2% actually run, ranked by real install data. Honest ratings based on real testing.
![Best Shopify Review Apps in 2026 [143,224-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-review-apps.webp&w=3840&q=75)
We analyzed 143,224 Shopify stores to find which review apps they actually use. 79% have none. Here's what the other 21% run, ranked by real adoption data.
![Best Shopify Email Marketing Apps in 2026 [143,198-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-email-marketing-apps.webp&w=3840&q=75)
We analyzed 143,198 Shopify stores to find which email marketing apps they actually use. 62% have none. Here's what the other 38% run, by niche and size.
![Most Popular Shopify Themes in 2026 [143,211-Store Data Study]](/_next/image?url=%2Fimages%2Fblog%2Fmost-popular-shopify-themes.webp&w=3840&q=75)
We analyzed 143,211 Shopify stores to find the most popular themes. Dawn leads at 12%, but 27K stores still run deprecated themes.
![How Much Do Shopify Stores Make? [133,894-Store Data Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-much-do-shopify-stores-make.webp&w=3840&q=75)
The $5,583/month average is wrong. We pulled data from 133,894 Shopify stores to see what they really make, broken down by traffic tier, niche, and tech stack.
![Shopify Facebook Ads: Who's Actually Running Meta Ads (and Who's Not) [2,375-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-meta-ads-study.webp&w=3840&q=75)
We analyzed Meta Ad Library data for 2,375 Shopify stores. Only 22.5% run Facebook ads. See what separates advertisers from non-advertisers.
![Shopify Tech Stack: What Successful Stores Actually Run [120,017-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-tech-stack.webp&w=3840&q=75)
We analyzed 120,017 Shopify stores to see what apps, themes, and pixels they actually use. Real data on tech stacks by niche, traffic tier, and store size - not opinions.
![How to Detect What Pixels a Shopify Store Is Using [108,292-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fdetect-shopify-pixels.webp&w=3840&q=75)
5 free methods to detect tracking pixels on any Shopify store. Our 108,292-store study reveals pixel adoption rates, what each pixel stack signals about marketing maturity, and the gaps worth exploiting.
![Best Shopify Competitor Research Tools in 2026 [100,922-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-competitor-research-tools.webp&w=3840&q=75)
We tested 12 Shopify competitor research tools against 100,922 stores. Honest ratings, budget tiers, and the signals that predict success.
![How to Sell to Shopify Stores [91,694-Store Study + Pitch Scripts]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-sell-to-shopify-stores.webp&w=3840&q=75)
Learn how to sell services to Shopify stores with data-backed strategies. Our 91,694-store study reveals what they buy, who to contact, and scripts that convert cold leads into paying clients.
![How to Buy a Shopify Store [91,694-Store Due Diligence Guide]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-buy-a-shopify-store.webp&w=3840&q=75)
Learn how to buy a Shopify store with data-backed due diligence. Our 91,694-store study reveals red flags and the signals that predict real value.
![How to Value a Shopify Store [83,258-Store Study + Formulas]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-value-a-shopify-store.webp&w=3840&q=75)
Learn how to value a Shopify store using SDE multiples and tech stack signals. Original data from 83,258 stores reveals which factors actually predict store value.
![Shopify CRO Checklist: How to Increase Conversion Rate [68,903-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-cro-checklist.webp&w=3840&q=75)
A data-backed Shopify conversion rate optimization checklist. We analyzed 68,903 stores to reveal what high-converting stores do differently, with benchmarks by traffic tier and industry.
![How to Build a Shopify Client List for Your Agency [7 Methods + 52K Store Data]](/_next/image?url=%2Fimages%2Fblog%2Fbuild-shopify-client-list.webp&w=3840&q=75)
Learn 7 proven methods to build a qualified Shopify client list. Original data from 52,000+ stores reveals which methods work, time/cost tradeoffs, and how to find stores that can actually afford your services.
![How to Identify Shopify Plus Stores [44,369-Store Study + 7 Detection Methods]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-identify-shopify-plus-stores.webp&w=3840&q=75)
Learn how to detect Shopify Plus stores for B2B prospecting. We analyzed 44,369 stores and found Plus merchants have 2.4x more apps and 2x higher lead scores. Includes 7 detection methods with code snippets.
![How to Audit a Shopify Store [40,928-Store Benchmark Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-audit-a-shopify-store.webp&w=3840&q=75)
Learn how to audit any Shopify store using the T.A.P.S. framework. Includes benchmark data from 40,928 stores so you know exactly what 'good' looks like at every traffic tier.
![How to Check Shopify Store Traffic [7 Methods + 23,619-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-check-shopify-store-traffic.webp&w=3840&q=75)
Learn 7 ways to estimate any Shopify store's traffic. We analyzed 23,619 stores to find which signals predict traffic tier. Free methods included.
![How to Spy on Competitor Facebook & TikTok Ads [2026 Guide]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-spy-on-competitor-ads.webp&w=3840&q=75)
Free methods to find competitor ads on Facebook and TikTok. We analyzed 4,898 stores to show what successful advertisers actually look like - and how to spot winning ads.
![Best Shopify Niches in 2026 [23,619-Store Data Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-niches.webp&w=3840&q=75)
We analyzed 23,619 Shopify stores to find which niches actually perform. Ranked by app investment, ad spend, and retention signals - not opinions.
![How to Find Winning Products in 2026 [23,619-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-find-winning-products.webp&w=3840&q=75)
We analyzed 23,619 Shopify stores to find what winning product sellers actually do. 8 research methods, validation frameworks, and the tech stacks that correlate with success.
![How to See Best Selling Products on Any Shopify Store [Algorithm Explained]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-best-selling-products.webp&w=3840&q=75)
Find any Shopify store's best sellers in 5 seconds using the URL hack. Plus: how Shopify actually calculates best-selling (it's not what you think).
![How to Find Shopify Stores by App [Sales Prospecting Guide]](/_next/image?url=%2Fimages%2Fblog%2Ffind-shopify-stores-by-app.webp&w=3840&q=75)
Learn how to find Shopify stores using specific apps like Klaviyo, Yotpo, or ReCharge. Plus how to find stores NOT using an app. That's where the real opportunities are.
![How to Tell if a Shopify Store is Dropshipping [Research Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-tell-if-shopify-store-is-dropshipping.webp&w=3840&q=75)
We tested 14 detection methods on known dropshipping stores. Here's what actually works, what doesn't, and why the dropship/brand line is blurrier than you think.
![Cold Email Templates for Shopify Stores [10 Scripts + Personalization Guide]](/_next/image?url=%2Fimages%2Fblog%2Fcold-email-templates-shopify.webp&w=3840&q=75)
10 proven cold email templates for reaching Shopify store owners. Learn the tech-stack personalization framework that achieves 15-25% reply rates vs the 1-5% average.
![Best Shopify Spy Tools in 2026 [Honest Guide + 4,898-Store Data]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-spy-tools.webp&w=3840&q=75)
We compared 10 Shopify spy tools and analyzed 4,898 stores to find what actually works. Honest accuracy expectations, real user ratings, and the signals that matter.
![How to Check Shopify Store Revenue [7 Methods + 4,898-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-check-shopify-store-revenue.webp&w=3840&q=75)
Learn 7 ways to estimate any Shopify store's revenue. Original data from 4,898 stores reveals which signals actually predict revenue. Free methods included.
![How to Find Shopify Clients for Your Agency [8,993-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-find-shopify-clients.webp&w=3840&q=75)
We analyzed 8,993 Shopify stores to find where agencies should look for clients. See which stores need your services, what gaps to target, and how to reach decision-makers.
![How to Analyze Shopify Competitors [2026 Data Study]](/_next/image?url=%2Fimages%2Fblog%2Fanalyze-shopify-competitors.webp&w=3840&q=75)
Learn exactly what to look for when analyzing Shopify competitors. Original data from 4,898 stores reveals what separates successful stores from the rest.
![How to Detect What Shopify Theme a Store Is Using [5 Free Methods]](/_next/image?url=%2Fimages%2Fblog%2Fdetect-shopify-theme.webp&w=3840&q=75)
Learn 5 ways to identify any Shopify store's theme in seconds. Plus original data on what themes 191 top stores actually use - 69% use custom themes.
![What Apps Do Top Shopify Stores Use? [500-Store Analysis]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-app-analysis.webp&w=3840&q=75)
We analyzed 500+ Shopify stores to see what apps successful brands use. Real data on Klaviyo, reviews, analytics, and more.
![How to Qualify Shopify Leads Before Outreach [Agency Playbook]](/_next/image?url=%2Fimages%2Fblog%2Fqualify-shopify-leads.webp&w=3840&q=75)
Learn 5 signals that identify qualified Shopify leads. Plus a lead scoring framework and filtering criteria used by agencies closing $1M+ in services.
![How to Find Shopify Stores [9 Free & Paid Methods for 2026]](/_next/image?url=%2Fimages%2Fblog%2Fhow-to-find-shopify-stores.webp&w=3840&q=75)
Learn 9 proven ways to find Shopify stores for lead generation and competitor research. Free methods like Google search operators, plus paid databases with verified contacts.
![How to Get Shopify Store Owner Emails [7 Verified Methods]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-store-owner-emails.webp&w=3840&q=75)
Find verified email addresses for Shopify store owners and decision-makers. 7 proven methods from free manual techniques to databases with 70%+ verified contacts.
![How to See What Apps a Shopify Store Is Using [4 Free Methods]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-app-detection.webp&w=3840&q=75)
Find out what Shopify apps any store is using in seconds. Free browser extensions, source code inspection, and more. Start spying on competitor stores today.