Shopify app comparison
Shopify Analytics vs Peel Insights
Choose Shopify Analytics & ShopifyQL when Single-store reporting. Choose Peel Insights when Growth Shopify brands. Choose neither if your current setup already does enough or the expected improvement would not justify the extra cost and work.
Shopify Analytics
Single-store reporting. Keep Shopify analytics as the reporting baseline when native dashboards and ShopifyQL answer the core commercial questions.
Setup: Light setup
Official vendor website.
Peel Insights
Growth Shopify brands. Use Peel when a Shopify team needs clearer cohort, retention and product analytics without committing to an enterprise BI platform.
Setup: Heavier setup
Official vendor website.Neither yet?
Wait if the business intelligence problem is still occasional, your current setup already handles it or your team does not have time to use either app well.
See the simpler starting point →The differences that matter
Swipe the table to see both apps →
| What to check | Shopify Analytics | Peel Insights |
|---|---|---|
| What you get | Unified ecommerce reporting, Commercial dashboards, Cohort and product analysis | Unified ecommerce reporting, Commercial dashboards, Cohort and product analysis |
| Important limitation | Limited cross-platform modelling and bespoke data transformation. | Smaller public review sample and less general data-platform flexibility. |
Shopify Analytics & ShopifyQL is the stronger fit when:
- Single-store reporting
- Teams needing native Shopify metrics at low cost
- The native route should remain the source for straightforward store reporting until multi-source analysis or disputed metrics justify another BI platform.
Peel Insights is the stronger fit when:
- Growth Shopify brands
- Teams focused on cohort, product and retention analysis
- It is a focused growth-stage option for merchants that want accessible ecommerce analysis and recurring reporting.
What will you actually pay?
Shopify Analytics
FreeThis is a dated pricing snapshot and must be rechecked before publication or purchase.
Pricing checked 2026-07-17Check official pricing ↗Peel Insights
FreeThe listing includes conditional free access associated with SavedBy/Smartrr, alongside $499 and $899 monthly plans. Confirm the exact free eligibility and order allowance directly.
Pricing checked 2026-09-07Check official pricing ↗You might not need either yet
Wait if the business intelligence problem is still occasional, your current setup already handles it or your team does not have time to use either app well.
- Multi-store, multi-source or finance-grade commercial reporting
- Complex enterprise data estates or stores adequately served by native reports
- The problem is still occasional, your current setup already handles it or neither app would create enough value to justify the extra cost and work.
Ready to set it up?
Start with one useful feature and test the customer journey before switching on more.
Set up Shopify Analytics
Use Shopify Analytics & ShopifyQL for a controlled first use case and expand only after the result is proven.
- Agree metric definitions, source ownership and reconciliation rules before building in Shopify Analytics & ShopifyQL.
- Connect only the sources required for the first decision use cases.
- Validate totals against Shopify, finance and channel systems.
- Set access, refresh, ownership and change-control procedures.
Set up Peel Insights
Use Peel Insights for a controlled first use case and expand only after the result is proven.
- Agree metric definitions, source ownership and reconciliation rules before building in Peel Insights.
- Connect only the sources required for the first decision use cases.
- Validate totals against Shopify, finance and channel systems.
- Set access, refresh, ownership and change-control procedures.
Checks that apply to either app
- The complete customer and operational journey works on mobile and desktop.
- Required Shopify data and integrations update once and in the intended place.
- A person responsible can resolve common failures without unsafe access or manual workarounds.
- The measured value is compared with software cost, team time and new support demand.
Common questions
Is Shopify Analytics & ShopifyQL better than Peel Insights?
Not automatically. Shopify Analytics & ShopifyQL is the better fit when single-store reporting. Peel Insights is the better fit when growth shopify brands.
Which is easier to set up: Shopify Analytics & ShopifyQL or Peel Insights?
Shopify Analytics & ShopifyQL is currently classed as light setup, while Peel Insights is heavier setup. The real effort depends on your data, integrations, theme and the number of workflows you enable.
How should I test Shopify Analytics & ShopifyQL against Peel Insights before committing?
Choose one real customer journey and one measurable outcome. Complete the same checks for both options, including the complete customer and operational journey works on mobile and desktop. and required shopify data and integrations update once and in the intended place., then compare the result and the work your team had to do.
What should I measure after choosing Shopify Analytics & ShopifyQL or Peel Insights?
Record the current result before launch, then measure the customer outcome the app is meant to improve alongside app cost, support demand, errors and the time required to run it. Keep the app only when the total value is clear.
Can I switch between Shopify Analytics & ShopifyQL and Peel Insights later?
Usually, but switching can affect settings, customer data, theme placements, integrations and reporting. Export what you can, document the current setup and test the replacement before removing the original app.
Still comparing?
All business intelligence options →Sources and independence
Based on official app listings and vendor documentation, not a claim of hands-on testing of every feature. Affiliate relationships do not decide which app we recommend.
- Shopify Analytics & ShopifyQL: official product information
- Peel Insights: official product information