Four tools do this job today. One should.
The typical Shopify reporting stack is GA4, a spreadsheet, a point tool for LTV, and a weekly export ritual - each with its own numbers. By the Numbers covers acquisition through retention in one app, for less than most stores pay for any single piece.
60-second install · 14 days free · No card, no auto-charge
What consolidation actually removes
The quiet win is that every report finally agrees with every other, because they read one dataset. The loud win is the invoice: browse all 38 reports and the five published plans.
Weighing a specific tool?
We keep honest 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 let the overnight backfill make the case. If the numbers don't earn the consolidation, the trial simply expires.
60-second install · 14 days free · No card, no auto-charge