Four tools do this job today. One should.
The typical Shopify reporting stack combines GA4, a spreadsheet, a point tool for LTV, and manual CSV exports, each with its own numbers. By the Numbers covers acquisition through retention in one app.
60-second install · 14-day free trial · No credit card required
What consolidation removes
Every report reads from one dataset, so the numbers agree with each other. Browse all 70+ reports and the five published plans to see what you get and what it costs.
Weighing a specific tool?
We publish side-by-side pages for the tools stores most often consolidate away from, including where each one beats us.
Run it next to your current stack for 14 days.
Install free, keep everything you use today, and compare the numbers once the overnight backfill finishes. If they don't justify consolidating, the trial expires.
60-second install · 14-day free trial · No credit card required