The 30-day audit
Pick the most expensive Shopify app in your stack right now. Open your last invoice. Look at the price.
Now ask yourself: in the last 30 days, can I name one specific dollar number this app earned me? Not "we got more open rates" — a real, attributable dollar amount.
For most apps, the answer is no. That's the audit.
Why "AI insights" rarely earn back their fee
The pitch: "Our AI gives you insights to grow your store."
The reality: insights are not revenue. Until you take an action based on them and that action moves a number, the AI hasn't earned anything.
Most "AI insights" apps stop there. They show you charts. They highlight trends. They never:
- Tell you exactly what to do
- Wait for you to confirm
- Measure what changed afterward
- Show you the dollar impact
If an app stops at step 1, it's an open-tab app. It's gone in 30 days.
What "real attribution" looks like
The cleanest test for any growth-claiming Shopify app: can it pass the pre/post-7-day SKU test?
Specifically:
- The action affects a known set of products (e.g., a price change on Wool Runner, an email targeted at customers who looked at Wool Runner)
- The app captures revenue for those products in the 7 days BEFORE the action
- The app captures revenue for those products in the 7 days AFTER the action
- It shows you the difference, with a confidence interval
If the app can do this, you can prove its value. If it can't, you're guessing — which means you'll cancel in 30 days when the trial bills you for $149.
What Ryve does differently
Every action you confirm gets a baseline snapshot — exactly how much that SKU sold in the 7 days before. Then we measure the 7 days after. The difference is the captured uplift, with an 80% confidence interval, written into your Friday Recap.
Sample line from a real account:
Captured this week: +$1,247. Match Allbirds price drop on Wool Runner Mizzles → +$480 (±$144). Recovered 8 size-chart shoppers via behavior emails → +$767 (±$230).
Specific actions. Specific dollars. Confidence intervals so we're honest about the limits.
What to test next time you trial an app
Before installing any growth-promising app, ask the founder one question:
"After 30 days, can you show me a specific dollar number you've earned my store?"
If the answer is "you'll have better data" or "trends will be clearer" or "your team will have more insight" — that's a soft answer. The hard answer is a number. If the founder won't give you a number, you're trialing a tab opener.
We give you the number. Every Friday. If it's not real, you walk away in week 2.