For SaaS and subscriptions: GA4 reported as $0 in subscription revenue. The backend confirmed $69 over five days, while 606 sessions produced one signup.
Read-only OAuth. Official API only, no card, no trial clock, no spend changes. You approve every change.
Read-only AI marketing analytics. No account writes by default. Official OAuth only: jujugrowth inspects connected data; it cannot move money, publish, or change settings. You approve every change. Account writes stay off until you opt in later, per move, reversible.
Verified dogfood proof, June 2026: on a store we run jujugrowth on, a "Retargeting, Broad" campaign held a ~$14 cost per purchase for weeks, then drifted to ~$23 across 9 days at flat spend, about $80 of wasted retargeting spend that bought nothing it would have a month earlier. Nothing in a monthly report would have flagged it in time; jujugrowth caught it the day it started drifting, with the dates, the trend, and the math in the account's own currency. This is our own test-store result, so outcomes vary by campaign and account.
The same daily watch caught $69 of real revenue that GA4 reported as $0 and a signup-loop break where 606 sessions produced one signup.
Most wasted ad spend isn't dramatic, it's quiet. A campaign's cost-per-result creeps up week over week. A winner keeps spending after it stopped converting. A tracking tag breaks and your numbers look fine because nothing's being recorded. By the time it shows up in a monthly report, you've already paid for it.
jujugrowth connects to your ad accounts and analytics read-only, imports up to 90 days of history, and checks them every day against your own real numbers, then tells you the moment something drifts.
Every alert comes from your real connected numbers, not heuristics about "businesses like yours." And jujugrowth never touches your budgets, it watches and tells you, you act.
If the waste is hiding in a Shopify attribution gap, start with the free Shopify analytics view and compare store-confirmed orders against GA4 and ad-platform claims. If the next question is whether AI answers name you or a competitor, the AI-search monitoring page shows how jujugrowth records those buyer questions over time.
Connect your ad accounts, analytics, and actual sales data in one place, then compare platform claims directly against real outcomes. Most platforms only show what they claim happened. They cannot see whether those claims match your store's actual orders or your backend's confirmed signups. That gap is where waste hides.
jujugrowth connects read-only to your ad accounts, GA4, and store or backend through official logins. Every day it pulls the claimed results from the ad platforms and stacks them against what the business actually recorded. If Facebook claims 50 orders but your store confirms 10, or GA4 reports subscription revenue as $0 while the backend shows the money came through, the gap is surfaced immediately.
From jujugrowth's own June 2026 test store, that daily watch caught about $80 of retargeting spend that bought nothing it would have a month earlier. Cost per purchase drifted from $14 to $23. It also caught $69 of revenue that GA4 had marked as $0 and identified a signup-loop break where 606 sessions produced one signup.
How jujugrowth differs from Optmyzr-class tools: paid-search optimization tools are built around rules, scripts, bids, budgets, and account workflows.
jujugrowth starts with the business outcome. It compares spend, platform conversions, analytics behavior, and backend revenue, then returns a read-only waste brief with the dates, the math, and the suggested fix before any account change.
Platform dashboards show only their own numbers and cannot compare claims across sources. When Facebook reports 50 orders and GA4 reports 18 orders from the same campaign on the same dates, neither tells you the real reason: your store confirmed 10 paying customers. jujugrowth imports all three numbers read-only and shows them side by side in your currency.
No. jujugrowth connects read-only through official logins only; it cannot move money, publish ads, or change settings by default. It watches, alerts, and recommends. You approve every action first. If you grant autonomy later, each change is logged separately, the budget ceiling is already set, and you can turn it off anytime.
For e-commerce stores, connect Shopify or Wix, GA4, and your ad accounts. For SaaS or subscription businesses, connect your backend read-only plus your ad accounts. jujugrowth compares claimed orders, signups, and revenue against confirmed outcomes and watches for spend drift, broken tracking, and campaigns that stay active when they no longer convert.
jujugrowth runs one daily read of what changed, what broke, and what is worth doing next. From the verified June 2026 test, the same daily watch flagged retargeting spend drift and platform-vs.-store mismatches within days, before the next billing cycle.
Daily monitoring and these alerts are part of the free Explore tier. Deeper analysis and competitor watch are on the paid Pro plan.
Wasted spend: 15 "free"/how-to search terms spent ~$34.89 with zero conversions, searchers who'd never buy. jujugrowth drafted them as negatives with the dates, spend, and zero-conversion proof.
Dead campaign: a Google campaign Google itself reported as "healthy" served ZERO impressions for a full day. Flagged the same day, not a month later. Real alerts on the stores we run jujugrowth on.
Read-only OAuth. Official API only, no card, no trial clock, no spend changes. You approve every change.
Read-only AI marketing analytics. No account writes by default. Official OAuth only: jujugrowth can inspect your connected data, but it cannot move money, publish, or change settings. You approve every change. Start with the same free connect flow - stores, SaaS, or dev-AI angles can come after the first finding.