Learn how to unify Shopify and GA4 data for better decision-making.
$20M ARR
Challenge: Spending 8+ hours weekly reconciling Shopify and GA4 data. CFO questioned every budget decision.
Result: Saved 10 hours per week. Increased ad spend by 25% with confidence in ROAS numbers.
"Finally, data we can trust. The reconciliation nightmare is over."
$50M ARR
Challenge: GA4 attribution didn't match Shopify revenue. Making million-dollar decisions on uncertain data.
Result: Attribution now matches actual revenue. Increased ad spend 40% because they trust the numbers.
"Game changer. Our finance and marketing teams finally agree."
$35M ARR
Challenge: Needed enterprise data infrastructure but didn't have a data team to build it.
Result: Setup took 5 minutes. 2 years of historical data unified within an hour.
"This would have taken our team months to build."
$15M ARR
Challenge: Considering building an in-house solution but didn't have resources or time.
Result: GA4+SHOPIFY did it better than they could have. All data in their BigQuery for full control.
"They built the tool we were about to build, and did it better."
GA4 attribution is useful, but actual revenue comes from Shopify. Learn why using Shopify as your revenue source of truth matters for accurate ROAS.
Read more →Most merchants waste 8+ hours weekly reconciling Shopify and GA4 data. Here's how much that's actually costing your business.
Read more →Want to increase ad budget but not confident in your attribution? Learn how unified Shopify + GA4 data enables confident scaling.
Read more →BigQuery sounds complex, but it doesn't have to be. Here's what Shopify merchants need to know about enterprise data warehousing.
Read more →
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