Shopify Analytics & Reporting Apps (2026)

Updated: January 2026

Get a clearer picture of what’s really driving your store. With the right analytics tools turn raw data into insights—spotting trends, tracking customer behaviour, and highlighting what fuels sales and growth.

Here are the standout analytics apps every Shopify store should know in 2026.

better reports shopify app icon

BR ‑ Better Reports

start 4.9 dollor From $19.90/month setting Custom sales & inventory reports

See exactly how your store is performing with tailored reports for sales, inventory, and customers. Schedule reports to be sent automatically, saving time and eliminating spreadsheets.

Data Export IO: Reports

Data Export IO: Reports

start 5.0 dollor From $7/month setting Pre-built & custom data exports

Includes a wide library of ready-made reports and lets you create your own. Exports can be automated and delivered in the formats your team already uses.

Reports & Export by SyncWith

start 4.7 dollor Free setting Custom sales, order & inventory exports

Gives you an easy way to explore store data and build custom reports in seconds. Sales, orders, taxes, and inventory can be exported or scheduled, making it simple to share insights with your team.

Report Toaster: Custom Reports

Report Toaster: Custom Reports

start 5.0 dollor Free plan available setting Sales, tax & inventory reporting

Covers sales, taxes, inventory, and customer insights with detailed filtering options. Makes it easier to read trends and pull the metrics that matter most.

triple whale shopify app icon

Triple Whale

start 4.1 dollor Free and paid plans setting Unified attribution & store analytics

Brings together revenue, attribution, and customer insights. Makes it clearer which channels deliver results and which need attention.

Peel: Retention Analytics

start 5.0 dollor Free and paid plans setting Cohort & LTV tracking

Highlights repeat purchase behaviour and long-term customer patterns. Ideal for teams focused on retention and lifetime value.

Polar: AI‑Analytics Platform

Polar: AI‑Analytics Platform

start 4.7 dollor Free trial available setting Consolidated marketing + sales insights

Centralize all your e-commerce data — from Shopify, ad platforms, marketing tools and more — into one clean dashboard for instant insights.

Mipler — Advanced Reports

Mipler — Advanced Reports

start 5.0 dollor Free plan available setting Custom report builder + advanced data columns

Makes it easy to build detailed reports using store data, including metafields, tags, and custom calculations. Reports can be scheduled, shared, or exported, and support will even help create custom views when needed.

analyzely shopify app icon

Analyzely ‑ Google Analytics 4

start 4.7 dollor Free plan available setting Accurate GA4 & ad platform tracking

Ensure consistent tracking for GA4, Meta, TikTok, and other ad channels. Keeps conversion data accurate and dependable.

lifetimely shopify app icon

Lifetimely Profit Analytics

start 4.6 dollor Free to install setting Lifetime value & profit dashboards

Breaks down product margins, contribution profit, and lifetime value across customer groups. Helps guide smarter budgeting and scaling decisions.

Profitario ‑ Profit Analytics

Profitario ‑ Profit Analytics

start 4.4 dollor Free to install setting Profit, fees & cost tracking

Combines revenue, fees, ad spend, shipping costs, and product expenses. Gives a clear, real-time view of true profitability.

GoProfit Profit Analytics

GoProfit Profit Analytics

start 4.9 dollor Free plan available setting Real-time profit & ad-spend tracking

Track real-time profit by unifying sales, costs, fees, shipping, taxes, and ad spend in one dashboard.