Under 2% of revenue
Usually a reasonable range when the apps are used and directly support revenue or save meaningful operator time.
Free tool · no login
Shopify app
cost calculator.
Monthly fees look small in isolation. Put the whole stack against revenue and gross profit to see the tradeoff clearly.
What this is: a fast budget signal, not a claim that every expensive stack is wasteful. The right question is whether the stack creates more contribution profit than it consumes.
STACK CHECK / FULLLIVE TOOL
ANNUAL STACK COST$3,840
SHARE OF REVENUE1.8%
SHARE OF GROSS PROFIT3.2%
STACK SIGNALReview
Audit the three highest-cost apps before your next renewal.
Read your result
Use the signal to start a review—not end one.
2–4% of revenue
Inspect overlap, plan tiers, and usage. One consolidation can often fund a more important tool.
Above 4% of revenue
Require a named owner and success metric for every paid app. Remove dormant tools before optimizing discounts.
These thresholds are editorial heuristics, not industry benchmarks or financial advice. Gross margin, business model, growth stage, and labor savings can justify very different levels of software spend.