Independent Shopify app intelligence

Run a leaner
store stack.

Find the tools worth paying for, catch costly overlap, and make every app prove its return. Built for merchants growing without an enterprise budget.

No vendor rankings for sale. Clear affiliate disclosures. Updated August 2026.

STACK CHECK / 01LIVE TOOL
ANNUAL STACK COST$3,840
STARTING SIGNALReview overlap
Add revenue and get the full check

THE MERCHANTTRIM RULE

“If an app cannot name the metric it improves, it is overhead—not a growth tool.”
Our rating method

Start here

Make the next app decision
with the math in view.

Short, opinionated guides for the choices that quietly shape conversion, margin, and storefront speed.

Stack by stage

Your revenue stage should change what “essential” means.

VALIDATEPre-revenue–$10k/mo

Use native features first. Pay only for a proven bottleneck.

3–5 apps
GROW$10k–$50k/mo

Add retention and CRO tools when volume makes the lift measurable.

5–8 apps
SYSTEMIZE$50k–$250k/mo

Buy back operator time; consolidate before adding complexity.

8–12 apps

How we decide

Every recommendation has to clear five gates.

We do not award points for a long feature list. We look for a specific merchant outcome and account for the cost of getting there.

Read the full method
  1. 01Job fit

    Does it solve a costly, frequent problem?

  2. 02True cost

    Price at realistic contact, order, and usage levels.

  3. 03Proof

    Merchant feedback, official documentation, and reproducible checks.

  4. 04Storefront weight

    Scripts, dependencies, and operational drag.

  5. 05Exit cost

    What breaks—or disappears—if you leave?

Ten minutes, no login

Find out what your app stack is really costing.

See annual spend, cost-to-revenue ratio, and the first question your next stack review should answer.

Run the free stack check