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Sam vs Google Analytics 4

GA4 is a general-purpose analytics suite. Sam does one thing: show Shopify merchants where shoppers drop off, without asking anyone for consent.

Side by side.For a Shopify store selling in Europe.

Built for
SamShopify stores
Google Analytics 4Any website or app
Cookies on the shopper
SamNone, and no browser storage
Google Analytics 4First-party cookies
Consent banner for analytics
SamNot needed for Sam
Google Analytics 4Usually required in the EU
Setup
SamInstall the app. No code
Google Analytics 4Tags, ecommerce events and consent mode
Purchase funnel
SamReady on day one
Google Analytics 4Built in Explorations
Where orders come from
SamShopify webhooks, so every order counts
Google Analytics 4The browser, so consent and blockers leave gaps
Where data lives
SamThe EU
Google Analytics 4Google's global infrastructure
Price
SamFrom €29 a month
Google Analytics 4Free

When GA4 is the better fit.Sam isn't for everyone, and that's fine.

You run apps and sites

GA4 measures web and mobile apps in one place. Sam only sees your Shopify storefront.

You live in Google Ads

Audiences and bidding signals come from Google's own tags. Sam doesn't feed ad platforms.

You need returning users

Sam's sessions reset every day by design, so it won't follow a shopper across weeks.

Or keep both.

Plenty of stores keep GA4 for ads and use Sam to see the funnel. Sam doesn't touch your GA4 setup, and GA4 doesn't slow Sam down.

Find out where the trail breaks.

7 days free, no card needed.

Install on Shopify
© 2026 Sam · An Arnor Labs productMade in Asturias · Hosted in the EU