![Shopify Catalog Size Benchmarks [824K Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-catalog-size-benchmarks.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify Catalog Size Benchmarks [824K Study]
Shopify catalog size benchmarks from 824,860 stores: average products, product-count tiers, large-catalog gaps, search adoption, and feed opportunities.
59 guides and insights on prospecting for Shopify store research.
Shopify tech stack gaps from 846,145 stores: email/SMS, reviews, support, analytics, and subscription gaps by traffic tier, category, and pixel signals.
![Shopify Social Commerce Gap [952K Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-social-commerce-gap.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
See Shopify social commerce data from 952,149 stores, including Instagram, Facebook and TikTok profile-to-pixel gaps by traffic, followers and retention.
Find Shopify stores with active Meta ads or paid-media signals, then qualify them by traffic, tech gaps, and buyer contacts.
![Shopify TikTok Ads Benchmarks [846,802-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-tiktok-ads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify TikTok Ads benchmarks from 846,802 stores: TikTok Pixel adoption, Meta + Google expansion gaps, TikTok social signals, and prospecting plays.
![Shopify Store Locator Apps [799K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-store-locator-apps.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
We analyzed Shopify store locator apps across 798,513 stores and found 152 visible installs. See top apps, categories, tiers, and gaps.
![Lead Generation Examples for Shopify [583K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Flead-generation-examples-shopify.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Lead generation examples for Shopify agencies and SaaS teams: 10 campaign recipes from 583,376 stores, with filters, contacts, and buyer roles.
![Ecommerce Lead List [579K-Store Study]: How to Qualify Leads](/_next/image?url=%2Fimages%2Fblog%2Fecommerce-lead-list.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Build a qualified ecommerce lead list from fit, traffic, buying signals, contacts, buyer roles, and suppression across 578,569 stores.
![Shopify 3PL Leads [573K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-3pl-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify 3PL leads: 573K-store study finds 136,351 fulfillment-relevant accounts and 53,075 with verified contacts.
![Shopify Lead List Quality [750K-Contact Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-lead-list-quality.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
We analyzed 750K Shopify contacts to show how raw store lists shrink into verified, role-ready lead lists for agencies and ecommerce SaaS teams.
![Can You See Shopify Ad Spend? [565K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fcan-you-see-shopify-ad-spend.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Can you see Shopify ad spend? We analyzed 565,627 stores to show what active ads, pixels, traffic, and paid-media signals reveal.
![Shopify CDP Leads [565K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-cdp-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify CDP leads study: 565,253 stores reveal 149,370 CDP-ready accounts with paid media, pixels, and no visible data layer.
![Target Shopify Store Owners [565,125-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Ftarget-shopify-store-owners.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
We analyzed 565,125 Shopify stores to show how to target store owners by traffic, stack gaps, paid-media signals, and contact coverage.
![Who Buys Shopify Apps? [747K-Contact Study]](/_next/image?url=%2Fimages%2Fblog%2Fwho-buys-shopify-apps.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Who buys Shopify apps? We analyzed 747,703 contacts to map buyer roles by app category, traffic tier, and verified contact coverage.
![Shopify Paid Ads Agency Leads [562K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-paid-ads-agency-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify paid ads agency leads: 562,576 stores reveal paid-media pools, app gaps, verified contacts, and sharper agency filters.
![Shopify App ICP Targeting [562K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-app-icp-targeting.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify app ICP targeting from 561,993 stores: the best merchant segments by category, traffic, app depth, and contact quality.
![Shopify SMS Agency Leads [561K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-sms-agency-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify SMS agency leads: 561K-store study finds 110,599 high-traffic email stores with no visible dedicated SMS layer.
![Shopify Subscription Agency Leads [561K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-subscription-agency-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify subscription agency leads: 561K-store study finds 19,326 high-traffic repeat-purchase stores with no visible subscription layer.
![Shopify CRO Agency Leads [560,928-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-cro-agency-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify CRO agency leads: 560,928 stores reveal 176,305 paid-demand accounts and the conversion gaps worth targeting.
![Shopify SEO Agency Leads [560,924-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-seo-agency-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify SEO agency leads: 560,924 stores reveal 132,261 catalog accounts with 50K+ traffic and 108,663 contactable prospects.
![Shopify Inventory Planning Leads [560K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-inventory-planning-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify inventory planning leads: 560,143 stores reveal 131,808 high-traffic catalog accounts and the filters worth using.
![Shopify Leads for Ecommerce SaaS [560K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-leads-for-ecommerce-saas.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify leads for ecommerce SaaS: 560,102 stores reveal 172,793 SaaS-ready accounts and the best prospect pools by offer.
![Shopify AI Support Gap [546K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-ai-support-gap.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify AI support gap study: 81,490 scaled paid-acquisition stores use email but show no support, tracking, or returns layer.
![Shopify Helpdesk Migration Leads [546K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-helpdesk-migration-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify helpdesk migration leads: 6,335 scaled stores use non-Gorgias support apps, with 3,185 verified contacts.
![Shopify Attribution Gap [541K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-attribution-gap.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify attribution gap study: 139,489 stores with 50K+ traffic and paid-media signals still run no dedicated analytics app.
![Shopify Loyalty Leads [541K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-loyalty-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
We analyzed 541,271 Shopify stores and found 57,310 50K+ Klaviyo stores with no visible loyalty app. Category, traffic, and contact data inside.
![Mailchimp to Klaviyo Migration Leads [536K Study]](/_next/image?url=%2Fimages%2Fblog%2Fmailchimp-to-klaviyo-migration-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Mailchimp to Klaviyo migration leads: we analyzed 536,583 Shopify stores and found 19,433 high-traffic Mailchimp stores without visible Klaviyo.
![Shopify Email Agency Leads [536K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-email-agency-leads.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify email agency leads: we analyzed 536,415 stores and found 50,251 paid-acquisition stores with no visible email app.
![Shopify Lead Scoring [534K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-lead-scoring.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Shopify lead scoring data from 534,514 stores: score buckets, verified contacts, traffic tiers, and service-specific prospect pools.
![Shopify Sales Triggers [44,906-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-sales-triggers.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
We analyzed 44,906 Shopify stores to rank the sales triggers worth acting on: first-category installs, clean swaps, theme changes, and noisy alerts.
![Shopify Stores With Budget [534K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-stores-with-budget.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
We analyzed 534,514 Shopify stores to find budget signals agencies can trust: traffic, Plus, paid themes, apps, pixels, and contacts.
![Shopify Prospecting Filters [534K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-prospecting-filters.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
We analyzed 534K Shopify stores to find which prospecting filters narrow fastest, preserve contact coverage, and surface agency-ready leads.
![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&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
We analyzed 514,976 Shopify stores and validated 43,437 city records to show how to find local Shopify prospects without junk location data.
![Export Shopify Stores by Revenue Tier [500K Study]](/_next/image?url=%2Fimages%2Fblog%2Fexport-shopify-stores-by-revenue-tier.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Export Shopify stores by revenue tier using 501K store data. See which bands have the best contact coverage, Plus mix, and tech-stack signals.
![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&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
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 Time to Pitch Shopify Stores [2026 Calendar]](/_next/image?url=%2Fimages%2Fblog%2Fbest-time-to-pitch-shopify-stores.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
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&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
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.
![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&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
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.
![Shopify Plus Upgrade Signals [340K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-plus-upgrade-signals.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
We analyzed 340,416 stores to find which signals predict a Shopify Plus upgrade. 13,518 high-traffic stores haven't upgraded yet.
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&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
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.
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&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
67,375 Shopify store owners have LinkedIn profiles. We analyzed 406K contacts to build the agency playbook for LinkedIn prospecting.
![Shopify Agency Pricing: What to Charge [297K Data]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-agency-pricing-guide.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
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&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
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 with traffic, tech-stack, gap, and contact filters. Includes account recipes for agencies, app founders, and ecommerce SaaS teams.
We analyzed 295,831 Shopify stores and found 7 tech stack patterns that predict purchase intent. 97K stores leak email subscribers.
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&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
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.
![Find Shopify Stores That Need a Redesign [Data]](/_next/image?url=%2Fimages%2Fblog%2Ffind-shopify-stores-that-need-redesign.webp&w=3840&q=75&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
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&dpl=dpl_DYzBEx5vejcQ1nHXQaXkmewesMc2)
Data-backed framework for building Shopify store ICPs. 5 ready-to-use templates sized against 240K real stores.
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.
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.
Learn how to sell services to Shopify stores with data-backed targeting, buyer signals, contact strategy, and cold outreach scripts.
Learn 7 ways to build a qualified Shopify client list, with data from 52K stores on cost, speed, and lead quality.
Learn 7 ways to detect Shopify Plus stores for B2B prospecting, backed by a 44,369-store study of apps, scores, and Plus signals.
Use data from 8,993 Shopify stores to find agency prospects, target service gaps, and reach the right decision-makers.
Learn 5 signals that identify qualified Shopify leads. Plus a lead scoring framework and filtering criteria used by agencies closing $1M+ in services.