If you run a Shopify store, your ad platform likely claims more sales than your GA4 or store actually records. jujugrowth connects your store, analytics, and ad accounts read-only through official logins to show you the gap - and flag the spend drifting away before your next billing cycle. Most store owners rely on platform claims: Google Ads says 50 orders, GA4 reports 18, but your Shopify store confirms only 10 paying customers. Without a side-by-side view, you can't tell which number is real or where money is leaking. jujugrowth imports your data read-only and keeps the store-confirmed number visible, so ad-platform claims can't grade themselves. The tool runs daily. It catches spend drift (retargeting spend creeping from $14 to $23 per purchase), broken tracking (606 sessions but one signup), and dead campaigns - all flagged from your own connected numbers. You see the dates, the math, and the suggested cap. Nothing changes without your approval. Account writes are off by default; you control whether jujugrowth acts or just watches and alerts. For Shopify stores, connect your store, GA4, and ad accounts in 5 minutes through read-only OAuth. No card required, no trial clock, no spend changes. The first finding shows you what matters: wasted spend, attribution gaps, or broken revenue tracking. Start free and get concrete alerts from your own data.
No. jujugrowth connects read-only through official logins and cannot move money, publish campaigns, or change settings. All account writes are off by default. You approve every recommendation before anything happens.
jujugrowth surfaces the gap by displaying all three numbers side by side: what your ad platform claimed, what GA4 measured, and what your store actually confirmed. This prevents platforms from grading themselves and shows you where tracking is broken.
jujugrowth watches daily and catches spend drift, broken tracking, and anomalies before your next billing cycle. For example, it flagged retargeting spend creeping from $14 to $23 per purchase and found about $80 of wasted spend within 9 days.
No. jujugrowth starts free with no card, no trial clock, and no spend changes. Connect your store and ad accounts through read-only OAuth and get your first alert from your own data.
Related: AI marketing analyst for Shopify
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