![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_jzcJ6qXDcLYUDh4oS6Vd8b5S1v7V)
Ecommerce Lead List [579K-Store Study]: How to Qualify Leads
Build a qualified ecommerce lead list from fit, traffic, buying signals, contacts, buyer roles, and suppression across 578,569 stores.
9 guides and insights on contact data for Shopify store research.
![Shopify Lead List Quality [750K-Contact Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-lead-list-quality.webp&w=3840&q=75&dpl=dpl_jzcJ6qXDcLYUDh4oS6Vd8b5S1v7V)
We analyzed 750K Shopify contacts to show how raw store lists shrink into verified, role-ready lead lists for agencies and ecommerce SaaS teams.
![Who Buys Shopify Apps? [747K-Contact Study]](/_next/image?url=%2Fimages%2Fblog%2Fwho-buys-shopify-apps.webp&w=3840&q=75&dpl=dpl_jzcJ6qXDcLYUDh4oS6Vd8b5S1v7V)
Who buys Shopify apps? We analyzed 747,703 contacts to map buyer roles by app category, traffic tier, and verified contact coverage.
![Shopify Contact Enrichment Workflow [741K Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-contact-enrichment-workflow.webp&w=3840&q=75&dpl=dpl_jzcJ6qXDcLYUDh4oS6Vd8b5S1v7V)
We analyzed 741,701 Shopify contacts. Only 5,997 stores are ready without enrichment. See the workflow by role, email, and LinkedIn gap.
![Shopify Decision Maker Contacts [741K-Contact Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-decision-maker-contacts.webp&w=3840&q=75&dpl=dpl_jzcJ6qXDcLYUDh4oS6Vd8b5S1v7V)
We analyzed 741,267 Shopify contacts. Only 5,980 stores have a verified mapped decision maker. See who to contact by offer.
![Shopify Contact Data Quality [713K-Contact Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-contact-data-quality.webp&w=3840&q=75&dpl=dpl_jzcJ6qXDcLYUDh4oS6Vd8b5S1v7V)
Shopify contact data quality study: 712,777 contacts across 534,515 stores. Only 1.0% have verified outreach roles with LinkedIn.
![Shopify Outreach Suppression Lists [713K-Contact Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-outreach-suppression-lists.webp&w=3840&q=75&dpl=dpl_jzcJ6qXDcLYUDh4oS6Vd8b5S1v7V)
Shopify outreach suppression lists prevent duplicate exports, bounces, and stale contacts. See what 712,801 contact records reveal.
![Verified Shopify Leads [713K-Contact Study]](/_next/image?url=%2Fimages%2Fblog%2Fverified-shopify-leads.webp&w=3840&q=75&dpl=dpl_jzcJ6qXDcLYUDh4oS6Vd8b5S1v7V)
We analyzed 712,672 contacts across 534,515 Shopify stores. Only 34.2% of stores have a verified contact, and mid-market coverage is much stronger.
Find Shopify ecommerce store owner emails, founder and CEO contacts, ecommerce manager details, and operations contacts with verified workflows for outreach.