The useful free setup is not one more chart. It is Shopify-confirmed orders next to GA4 behavior next to ad-platform spend for the same dates. jujugrowth starts there: read-only connections, daily monitoring, and alerts when the numbers disagree.
Start free, no cardDogfood proof, June 2026: jujugrowth caught real revenue that GA4 missed and ad spend that kept buying non-buyers.
Shopify is the commerce truth, but marketing still needs context. A campaign can look good inside Meta while Shopify shows fewer orders. GA4 can miss revenue when a purchase event breaks. jujugrowth keeps the three views separate so you can see the gap instead of trusting whichever dashboard looks best.
Real example: on our own businesses, jujugrowth found $69 of real subscription and credit revenue that GA4 showed as $0, and a search-term leak where "free" and "how-to" traffic spent money with zero conversions. Same mechanism, one source-of-truth comparison.
Explore is enough to watch the basics for free. Pro is for the next step: the AI engine that writes campaign briefs, website fixes, AI-search content and competitor checks from the same connected data. Pro is $99/month. You can start free and upgrade only when the alerts are finding work worth doing.