1.Google Analytics by MonsterInsights: This app makes analytics easy for Shopify store owners. It allows you to track your site’s performance easily and provides insightful reports.

2.Analyzify: It’s not just a Google Analytics tool; Analyzify sets up your analytics in a way that’s fully compliant with Shopify, offering detailed data-tracking capabilities.

3.Elevar Conversion Tracking: Elevar guarantees accurate data tracking and helps minimize the discrepancies between Shopify and Google Analytics data, ensuring more reliable reporting.

4.Littledata: An app that seamlessly fixes tracking issues by providing accurate data about the customer journey, subscription metrics, and more, integrating smoothly with both Shopify and Google Analytics.

5.Data Export Reports: Ideal for store owners who need custom reporting, this app provides detailed insights that can be customized according to specific needs and exported easily.

6.Conversific Profit Analytics: Conversific offers benchmarks against industry standards and competitor analysis along with traditional analytics, making it a great tool for growth-focused businesses.

7.Compass by Compass Labs Inc.: Compass compiles various reports and analytics into one dashboard, providing easy-to-understand metrics and recommendations to improve your eCommerce performance.

8.Polar Analytics: Polar is known for its user-friendly interface and allows you to combine all your marketing sources into one dashboard to see how your advertising spend translates into revenue.

9.Enzuzo Data Privacy & GDPR: While not directly an analytics tool, Enzuzo helps maintain privacy compliance, which indirectly ensures the integrity of analytics data by adhering to global data standards.

10.Lucky Orange Heatmaps & Replay: Alongside traditional analytics, this app offers heatmaps, session recordings, and live chat features to understand customer behavior deeply and optimize the shopping experience accordingly.