Best Analytics Shopify apps in 2026 [Updated]
PickYourApp Review Team
6 min read
•
Jan 17, 2026
The Best Shopify analytics apps help merchants make data-driven decisions through comprehensive reporting and tracking capabilities. From detailed order exports and custom reports to profit analytics and customer surveys, these tools provide essential insights into store performance, customer behavior, and marketing effectiveness. Whether you need to monitor real-time profits, analyze campaign UTM data, or gather customer feedback through surveys, these top-rated apps deliver actionable metrics while simplifying data collection and visualization for Shopify store owners.
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#1. Helpful pre-made and detailed reporting for all store data. Easily filter, export, and send reports.
Get comprehensive Shopify reporting with Data Export's pre-made templates covering sales, taxes, inventory, POS, payouts, orders, customers, and refunds. The Report Builder lets you preview records, customize fields, and organize data by time periods. Schedule automated report delivery through email, FTP, or Google integration. Export your data in Excel, CSV, or PDF formats with optional password protection. Create exactly the reports you need using advanced filters and column management tools. Free expert support helps you make the most of your store's data reporting capabilities.Install from Shopify App Store
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#2. Create and analyze UNLIMITED advanced REPORTS & ANALYTICS with seamless integration and automation.
Report Pundit helps you create detailed custom reports for your Shopify store with unlimited reporting capabilities. Access over 100 prebuilt reports covering sales, tax, payouts, inventory, fulfillment, customer behavior, and POS analytics. Build advanced reports using custom filters, calculated fields, and metrics that matter to your business. Connect with popular payment, shipping, and marketing apps to get complete data insights in one place. Review information from tags, metafields, and line items while managing reports across multiple stores and currencies. Export your reports in Excel, CSV, PDF formats or sync directly with Google Sheets. Need help? Our team will create custom reports for you at no additional cost.Install from Shopify App Store
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#3. Powerful reporting & analytics. Explore your data and automate reports. Custom report service.
Get detailed insights into your store's performance with comprehensive reporting and analytics. Explore sales, payments, inventory, customer data, and payouts using pre-built or custom reports. Create personalized reports with custom fields, metrics, and formulas to analyze your data exactly how you need it. Share reports easily by exporting to PDF, Excel, CSV, or Google Sheets. Set up automated email delivery to keep your team informed. The app includes POS reporting, multi-store analytics, and multi-currency support. Need help? Their custom report service will build reports tailored to your requirements. Access advanced features like tag analysis, metafield tracking, and multiple chart visualizations to understand your business better. Whether you're monitoring daily operations or planning long-term strategy, BR - Better Reports gives you the data analysis tools you need.Install from Shopify App Store
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#4. Optimize product feeds with attribute expressions. Easy and accurate conversion tracking tag/pixels.
This app helps you create and manage product feeds for Google Shopping, Facebook, TikTok, Pinterest, Bol, Bing, and other channels. Customize feed attributes using flexible mapping tools, automation rules, and expressions to optimize your product data. It supports localized feeds in multiple currencies and languages, working seamlessly with Shopify Markets, Global-E, and translation apps like GTranslate, Weglot, and Translate & Adapt. Set up accurate conversion tracking with GA4, Google Ads tags, Facebook pixels, Pinterest tags, and AWIN. Features include GTIN syncing, Google Automated Discounts URL integration, and customizable filters for products, variants, and images. Perfect for managing multi-channel product feeds and tracking pixels across different markets.Install from Shopify App Store
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#5. Instantly track your True Profit. Sync costs & report on Net profit, profit & loss, LTV, profit calc
Track your store's true net profit in real-time with TrueProfit Analytics. This comprehensive profit tracking platform automatically syncs and calculates all your costs, including COGS, shipping, transaction fees, and advertising spend from major platforms like Facebook, Google, and TikTok. Get detailed product-level analytics and marketing attribution to understand your actual profitability. The intuitive dashboard shows your complete financial health, profit and loss reports, and customer lifetime value metrics - all without manual spreadsheet work. Access your profit data anywhere through the mobile app and make data-driven decisions based on accurate, real-time profit calculations across all your stores.Install from Shopify App Store
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#6. Easily build custom reports and dashboards with metrics to visualize any data from your store.
Create custom reports and dashboards to analyze your store's performance with precision. Mipler helps you build detailed sales, financial, tax, customer, and inventory reports using your store's data points, including metafields and tags. Generate personalized reports with custom columns and calculations that match your business needs. Share reports securely through public links or schedule automated email deliveries in CSV, Excel, or PDF formats. Export data directly to Google Sheets for further analysis. Get real-time support for custom report creation and use the AI Assistant to modify reports or add new data columns. Access comprehensive insights by incorporating tags, metafields, and note attributes into your reporting system.Install from Shopify App Store
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#7. Post-purchase, pre-purchase, NPS, on-site, email and sms surveys. Tap insights with AI analytics.
Create insightful customer surveys that deliver results through post-purchase, on-site, email and SMS channels. Zigpoll makes it simple to set up multilingual surveys without any coding - just customize your questions and launch in seconds. Track customer feedback, analyze responses with AI-powered insights, and make data-driven decisions to improve conversion rates. The app integrates smoothly with Shopify's checkout process and marketing tools, letting you capture valuable zero-party data at key moments. Use advanced analytics to understand customer pain points, optimize your marketing spend, and build a stronger business strategy based on real customer feedback.Install from Shopify App Store
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#8. Stop losing sales to hidden issues. Use replays, heatmaps & surveys to find and fix them fast.
Propel Replay, Survey, Heatmap helps you stop losing sales by showing exactly where shoppers get stuck. Watch live and recorded session replays to see rage-clicks, cart abandonment, and checkout drop-offs in real-time. Use heatmaps to find ignored add-to-cart buttons, confusing layouts, and broken elements that hurt conversions. Launch on-site surveys to discover why visitors didn't buy. Track visitor IP and traffic sources to identify bots, competitors, and suspicious clicks draining your ad spend. Filter sessions by abandoned carts, rage clicks, and traffic type to fix issues fast. Trusted by 6,000+ Shopify stores and installs in minutes.Install from Shopify App Store
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#9. Google Ads Tracking with 1-click install of Google Pixel. Enhanced Conversions & Upsell Tracking.
This Google Ads conversion tracking app installs the Google Ads pixel with just one click, eliminating manual setup errors and technical complications. The app automatically maintains Google's tracking code updates through Google Tag (Gtag), so your conversion tracking stays accurate without editing theme files. Key features include enhanced conversion tracking that sends first-party data in a privacy-safe way, plus post-purchase upsell conversion tracking with accurate shipping and tax data. The app works with both individual Google Ads accounts and agency accounts, making it simple to track conversions without any code changes. Say goodbye to conversion pixel errors and enjoy reliable Google Ads tracking that updates automatically as Google makes changes to their system.Install from Shopify App Store
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#10. Record & replay live user behavior via heatmaps & recordings to spot abandoned checkout optimization
MIDA Session Recording & Heatmaps helps you understand exactly how customers interact with your Shopify store. Record and replay real visitor sessions with smooth, accurate recordings that show every click, scroll, and movement. Heatmaps reveal which areas engage users and which get ignored, making it easy to spot UX friction and conversion bottlenecks. Filter sessions by abandoned checkout, cart drop-offs, or orders to focus on high-impact opportunities. Advanced analytics uncover issues in your bounce rate, cart funnel, and checkout process. Track revenue per click and use AI insights from real data to improve customer experience and conversion rates. Built natively for Shopify with zero impact on store performance. Perfect for CRO, A/B testing, and UX optimization. Block bots automatically and view only genuine customer behavior with no sampling.Install from Shopify App Store