Shopify App Comparison 2026

Report Pundit: Custom Reports

5.01,819 reviews
VS

Polar Analytics

4.7208 reviews

Which Shopify upsell app increases AOV more? Compare pricing, features, ratings & real merchant reviews for Report and Polar Analytics to find the best fit for your store.

Build reports with custom fields and data from other apps.

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Key Features

  • Create unlimited custom reports with advanced filters
  • 150+ prebuilt reports for sales, inventory, tax, and payout analysis
  • Multi-store and multi-currency consolidation
  • Automated report scheduling with export to Excel, CSV, PDF, Slack, Google Sheets
  • Access data from tags, metafields, and line-item properties
  • Calculated fields and custom metrics functionality
  • Real-time data integration with 30+ third-party apps
  • Data visualization with charts and graphs
  • User management capabilities
  • Complementary report building service included

Automated reporting. AI-powered insights. One dashboard.

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Key Features

  • 1-click integrations across 45+ platforms (Shopify, Amazon, Google, Meta, TikTok, Klaviyo)
  • Custom reports and KPI tracking (CAC, LTV, ROAS, CVR, cohorts)
  • Missed revenue detection and recovery
  • Multi-touch attribution with server-side tracking
  • Omnichannel reporting across brands and channels
  • Real-time analytics dashboards
  • AI data assistant with ChatGPT integration
  • Custom audience segmentation and enrichment
  • Goal tracking and automated alerts
  • Data export and forecasting capabilities

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