The pattern
If you ask 50 Shopify owners "what apps did you cancel last month," nine out of ten times the answer is the same: "the analytics one." Or "the SEO one." Or "the dashboard one."
Notice what they don't say. They don't say "the one that auto-replenished my inventory." They don't say "the one that handled my customer emails." They keep the apps that do something. They cancel the apps that show something.
The kept-vs-cancelled rule
Apps that survive 12+ months on a Shopify store all share one trait:
They close a loop.
Either they book attributable revenue (Klaviyo flows = $X/month, Recharge subscriptions = $Y MRR) or they automate a recurring task (Recharge billing, Gorgias ticket routing, ShipBob fulfillment).
Apps that get cancelled in 30 days share the opposite trait:
They open a tab.
You install. You stare at a dashboard. You think "interesting." You never log in again. Three weeks later you cancel.
What this means for app shoppers
Before you install the next "AI marketing intelligence" app, ask one question: what specific action will I take this week because of it? If the answer is "I don't know yet, I'll know after I see the data" — that's an open-tab app. Skip it.
The keeper questions look like this:
- "If a competitor drops their price on my bestseller, what happens?" (Concrete trigger.)
- "If a shopper hesitates and leaves, what happens?" (Concrete trigger.)
- "If I run this app for 30 days, what specific dollar number can I attribute to it?" (Concrete dollars.)
If the app's pitch is "you'll have better data" — that's a tab opener. Walk away.
What we did about it at Ryve
We started with the keeper rule. The product is two emails a week:
- Monday Brief — one specific move worth doing this week, with the dollar value attached.
- Friday Recap — exactly how much the moves you confirmed this week earned, measured against your real Shopify sales the week before vs the week after.
If you don't see real revenue come in during the 14-day free trial, you walk away. We're not gambling that you'll fall in love with a dashboard. We're showing you a number.
That's the whole pitch. Two emails. One about what to do, one about what it earned. Everything else runs in the background.
What to look for in your stack
If you're auditing your Shopify apps right now:
- List every paid app.
- For each: when did you last log in? When did you last take an action because of something it showed you?
- Anything that hasn't moved either column in 90 days — cancel.
Most operators we talk to find $200–$500/month of zombie spend on the first audit pass. That's a free Klaviyo upgrade or a real conversion-rate experiment.
The keeper rule is harsh, but the reward is a stack that actually does work. The cancelled apps were already not working. You just made it visible.