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Historical analysis Shopify Apps

Discover the best Historical analysis apps for your Shopify store in 2025. Compare features, pricing, and reviews to find the perfect solution.

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We've analyzed thousands of historical analysis apps to identify the top performers based on ratings and install counts.

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Track TikTok Pixel & Events API from AddToCart to Purchase with accurate event matching. Track TikTok Pixel events using browser and server-side (Events API) tracking. Capture key eCommerce actions like Page View, Add to Cart, and Purchase in real-time. Improve attribution accuracy and track conversions across browsers and devices, even when ad blockers are active. The app ensures your TikTok Ads data is reliable, consistent, and fully automated, with no manual setup or coding required. Track TikTok Pixel events using browser and server-side (Events API) tracking. Capture key eCommerce actions like Page View, Add to Cart, and Purchase in real-time. Improve attribution accuracy and track conversions across browsers and devices, even when ad blockers are active. The app ensures your TikTok Ads data is reliable, consistent, and fully automated, with no manual setup or coding required. more Track TikTok events from Page View to Purchase with Pixel and Events API. Capture key actions like Add to Cart, Checkout, and Purchase automatically. Improve TikTok Ads attribution with real-time event deduplication. Works across browsers, devices, and even with ad blockers enabled. No-code setup with automated tracking and data layer integration.

0.0(Reviews)

Never miss any Data with multiple Facebook pixel tracking including the conversion api iOS 14. Pixelio will let you track and sync multiple Facebook pixels. With no coding or technical knowledge involved. The app will install the fb pixel code (Meta pixel) exactly on your store, the more pixel events & data are collected, the better optimization for more conversions. FBtrack all your events in the backend to help you make the most of your ads across Facebook & Instagram. We integrate with all Shopify themes, so that you can never miss a single sale, even outside of Shopify. Pixelio will let you track and sync multiple Facebook pixels. With no coding or technical knowledge involved. The app will install the fb pixel code (Meta pixel) exactly on your store, the more pixel events & data are collected, the better optimization for more conversions. FBtrack all your events in the backend to help you make the most of your ads across Facebook & Instagram. We integrate with all Shopify themes, so that you can never miss a single sale, even outside of Shopify. more Add unlimited Meta and Facebook Pixels IDs as backups in order to track traffic Add & manage multiple pixel tracking data on your store in just one click, No-coding required, track all conversion events based on each individual product Track properly Apple devices trough the Conversion api of ios14 Add multiple FB Pixels as a backup for your business manager

4.5(Reviews)

Plerdy is a powerful tool: heatmap, session replay, SEO, popup survey, eCommerce tracking and more. Leverage Plerdy's robust analytics suite on your Shopify store. Explore visitor interactions with dynamic heatmaps and enhance CRO. Capture every user action with session recordings and replay for nuanced UX insights. Elevate SEO with detailed analytics and execute impactful A/B testing. Utilize e-commerce tracking to correlate user behavior with sales trends. Engage visitors effectively with tailored popup forms, fostering a seamless shopping experience. Leverage Plerdy's robust analytics suite on your Shopify store. Explore visitor interactions with dynamic heatmaps and enhance CRO. Capture every user action with session recordings and replay for nuanced UX insights. Elevate SEO with detailed analytics and execute impactful A/B testing. Utilize e-commerce tracking to correlate user behavior with sales trends. Engage visitors effectively with tailored popup forms, fostering a seamless shopping experience. more Heatmap — Uncover clicks, cursor moves, scroll depth. Session recordings, replay — Analyze detailed user actions. Popup — Engage visitors, collect emails, boost sales. SEO — daily analysis titles, descriptions, keywords and Google Search Console Ecommerce tracking — Find the connection between user behavior and sales.

3.9(Reviews)

AI Store Builder: Rebuild pages, bulk edit products, automate A/B tests, optimize SEO & boost sales PlusSales AI is the ultimate AI Store & Website Builder app for Shopify merchants: AI-driven page builder, Shopify themes editor, bulk edit product titles, descriptions, product content optimization, SEO & CRO tools, personalized upsell/cross-sell, responsive UX design, real-time analytics and store optimization. Elevate your ecommerce store design, boost traffic, conversions, average order value and ROI. PlusSales AI is the ultimate AI Store & Website Builder app for Shopify merchants: AI-driven page builder, Shopify themes editor, bulk edit product titles, descriptions, product content optimization, SEO & CRO tools, personalized upsell/cross-sell, responsive UX design, real-time analytics and store optimization. Elevate your ecommerce store design, boost traffic, conversions, average order value and ROI. more AI Website Builder: Rebuild your entire website’s design & structure in 1 click! AB Test: Show version A to half visitors and B to the rest to see which wins AI Product ReWriter: Optimize titles, descriptions, prices & SEO effortlessly. Bulk Rewriter: Instantly optimize content for 1,000+ products with a 1 click

4.2(Reviews)

A multichannel analytics platform built to unify your ecommerce data and actively grow revenue Centralize 45+ data sources in one dashboard. Track profit and loss, acquisition (ad spend, blended CAC, ROAS, MER, top-performing ads), retention (LTV, cohorts), merchandising (product performance, inventory) with out-of-the-box dashboards—or build custom metrics and reports. Polar grows your revenue by 1. Recovering Klaviyo’s missed store abandoners 2. Enriching ads for better ROAS with server-side attribution 3. Building 1:1 customer journeys on Klaviyo that test & optimize themselves. Centralize 45+ data sources in one dashboard. Track profit and loss, acquisition (ad spend, blended CAC, ROAS, MER, top-performing ads), retention (LTV, cohorts), merchandising (product performance, inventory) with out-of-the-box dashboards—or build custom metrics and reports. Polar grows your revenue by 1. Recovering Klaviyo’s missed store abandoners 2. Enriching ads for better ROAS with server-side attribution 3. Building 1:1 customer journeys on Klaviyo that test & optimize themselves. more 1-click integrations: Shopify, Amazon, Google, Meta, Tiktok, Klaviyo, and more Custom reports & KPIs: Spend, CAC, LTV, ROAS, CVR, Cohorts, Inventory, and more Missed revenue detection: Recover Klaviyo’s lost abandoners automatically Attribution accuracy: Track more conversions with Polar’s server-side pixel Omnichannel reporting: One view across brands, stores, markets and channels

4.7(Reviews)

No-code Power BI integration. Export store data to Power BI to build any reports you need easily. Power BI Connector for Shopify is a Power BI Shopify integration app enabling easy Shopify data export to Microsoft Power BI for further visualization and data analysis. Connect Shopify to Power BI and build interactive Shopify reports to analyze inventory, customers, orders etc. Power BI Connector is a no-code and ready-to-use integration. It will be useful for Shopify store owners/managers willing to measure the KPIs and increase margin and Shopify profit with transparent Shopify reporting. Power BI Connector for Shopify is a Power BI Shopify integration app enabling easy Shopify data export to Microsoft Power BI for further visualization and data analysis. Connect Shopify to Power BI and build interactive Shopify reports to analyze inventory, customers, orders etc. Power BI Connector is a no-code and ready-to-use integration. It will be useful for Shopify store owners/managers willing to measure the KPIs and increase margin and Shopify profit with transparent Shopify reporting. more Export Shopify data to Power BI and transfer raw data into interactive report Schedule automated refresh for real-time Shopify Power BI reports Merge Shopify data with other data sources (CRM, ERP etc) for complex reporting Keep your store data safe (our app does not collect any customer data) Apply filters to select data you need. Export any Shopify data in unlimited rows

3.8(Reviews)

More Revenue & Higher AOV using Data Science & Automation Capabilities of D2C Giants Predflow uses its unique 'DNA Matching' to continuously observe your customer’s interaction with your products & create a distinct persona for each of them. This industry-first approach enables it to identify customer’s intent with a high accuracy. Our ML models use that context to identify the opportunities and threats in your customer base in real-time, enabling you to respond swiftly with automated, hyper-personalized nudges, significantly enhancing efficiency and boosting conversion. Predflow uses its unique 'DNA Matching' to continuously observe your customer’s interaction with your products & create a distinct persona for each of them. This industry-first approach enables it to identify customer’s intent with a high accuracy. Our ML models use that context to identify the opportunities and threats in your customer base in real-time, enabling you to respond swiftly with automated, hyper-personalized nudges, significantly enhancing efficiency and boosting conversion. more Automated AI Recommended Segments for your E-comm goals. Identify anonymous visitors abandoning your cart: Recover lost revenue from ATC High ROI, predictive audiences for any product/collection Auto-update Meta Custom Audiences with qualified users, in real time Personalised upsell & conversion journeys based on cart value & product ordered

5.0(Reviews)

Forecast of sales and revenue will be generated by this app Say goodbye to the stress and frustration of out-of-stock banners and missed sales. With Predictify, you'll be ahead of the curve and ready to meet the demands of your customers. Our cutting-edge technology allows you to predict future sales trends with ease. Whether it's an increase, decrease, or neutral trend, you'll be in the know ahead of time. This means you can plan your inventory accordingly, reducing the risk of lost sales and disappointed customers.Get low stock notifications via email. Say goodbye to the stress and frustration of out-of-stock banners and missed sales. With Predictify, you'll be ahead of the curve and ready to meet the demands of your customers. Our cutting-edge technology allows you to predict future sales trends with ease. Whether it's an increase, decrease, or neutral trend, you'll be in the know ahead of time. This means you can plan your inventory accordingly, reducing the risk of lost sales and disappointed customers.Get low stock notifications via email. more Automated by machine learning Interactive Charts Download reports

1.0(Reviews)

Get your Finances in order and learn how much net profit your business actually made today. Profitario automatically imports your data from sources like Shopify, AliExpress, Facebook Ads, PayPal and more to make the process of reporting your net profit, margins, disputes and customer life time value as seamless as possible. Over are the days where you had to spend hours just to find out how much money your store actually made in a give day. Profitario automatically imports your data from sources like Shopify, AliExpress, Facebook Ads, PayPal and more to make the process of reporting your net profit, margins, disputes and customer life time value as seamless as possible. Over are the days where you had to spend hours just to find out how much money your store actually made in a give day. more Automate your profit reporting and use our smart integrations to save your time. Use one of our many Integrations or Chrome Extensions to simplify your workflow. Trust your numbers and grow you business with confidence.

4.5(Reviews)

An AI-driven staffing, pricing, operations & forecasting tool to drive higher profits ProfitRover provides data-driven staffing, pricing and operating hours recommendations that drive higher profits for your business. Our extensive forecasting helps inform both short-term and long-term planning. ProfitRover leverages proprietary AI algorithms to study your business’s data, in conjunction with weather and holidays, to understand and predict your customers' buying and tipping behavior, so that we can deliver insights to help you optimize your performance. Setup is fast and easy! ProfitRover provides data-driven staffing, pricing and operating hours recommendations that drive higher profits for your business. Our extensive forecasting helps inform both short-term and long-term planning. ProfitRover leverages proprietary AI algorithms to study your business’s data, in conjunction with weather and holidays, to understand and predict your customers' buying and tipping behavior, so that we can deliver insights to help you optimize your performance. Setup is fast and easy! more Data-driven staffing recommendations to optimize your labor costs Smart pricing recommendations to help your business make more money Hours of operation recommendations to ensure you're open when it makes sense See how your business is pacing to inform mid to long-range planning Test your own pricing, staffing and operations changes to see financial impacts

0.0(Reviews)

Boost sales with replays, heatmaps and surveys! Uncover sale blockers & improve satisfaction. Experience the Netflix of e-commerce with Propel Replays! Our session recording & heatmap features lets you watch shoppers as they navigate your shop, helping you pinpoint areas for improvement & uncover hidden issues blocking sales. Running ads? Replays can help you detect bots and competitors wasting your ad spend. Plus, our new survey feature lets you gauge satisfaction & gain insights directly from shoppers. Join top brands in boosting sales and enhancing your store with Propel Replays. Experience the Netflix of e-commerce with Propel Replays! Our session recording & heatmap features lets you watch shoppers as they navigate your shop, helping you pinpoint areas for improvement & uncover hidden issues blocking sales. Running ads? Replays can help you detect bots and competitors wasting your ad spend. Plus, our new survey feature lets you gauge satisfaction & gain insights directly from shoppers. Join top brands in boosting sales and enhancing your store with Propel Replays. more Watch both LIVE & recorded sessions & uncover hidden issues blocking your sales Heatmaps help you identify patterns & optimize page designs for increased sales. Run surveys to gauge customer satisfaction and gain valuable insights. Get visitor IPs so you can Identify and block bots wasting your ad spend Filter by country, traffic type, error & more to find the replays you care about

5.0(Reviews)

Feed Meta with high-quality events to decrease your Cost per Acquisition Identify MORE visitors or add to cart and get every single customer event. Send them efficiently to your media thanks to AI. Boost targeting & ROAS. Allow your media to drop CPA Facing stricter privacy standards, your advertising campaigns are underperforming due to a loss of essential data for targeting algorithms. We provide high-value customer data, including predictive-LTV. Our solution fit all major platforms (Meta, Google, TikTok, Klaviyo, etc.) and GTM. GDPR and adblockers compatible. Identify MORE visitors or add to cart and get every single customer event. Send them efficiently to your media thanks to AI. Boost targeting & ROAS. Allow your media to drop CPA Facing stricter privacy standards, your advertising campaigns are underperforming due to a loss of essential data for targeting algorithms. We provide high-value customer data, including predictive-LTV. Our solution fit all major platforms (Meta, Google, TikTok, Klaviyo, etc.) and GTM. GDPR and adblockers compatible. more Plug-and-play : install in minutes, not days Automatically send data to your media to improve targeting Increase revenues with better ads targeting

5.0(Reviews)

Customer analysis for CPG stores for customer retention. Uses RFM, cohorts, customer segmenting, etc For shops selling CPG and other consumable goods: have your customer behavior analyzed to calculate dozens of metrics and give you actionable advice around finding and keeping loyal customers. Automatically builds customer segments so your marketing hits the right customers, at the right time. Sends that back to Shopify via tagging or Klaviyo for an integrated view of your customer base. Schedule email reports for your whole team so everyone is up-to-date with your store's growth opportunities. For shops selling CPG and other consumable goods: have your customer behavior analyzed to calculate dozens of metrics and give you actionable advice around finding and keeping loyal customers. Automatically builds customer segments so your marketing hits the right customers, at the right time. Sends that back to Shopify via tagging or Klaviyo for an integrated view of your customer base. Schedule email reports for your whole team so everyone is up-to-date with your store's growth opportunities. more Advice tailored to your metrics and performance highlighting your opportunities Dashboards for loyal customers, getting repeat customers, downturns Customer Segmenting with RFM, grading, cohorts, and visual customer grids Learn how products influence customer lifetime behavior and AOV, LTV, and RPR Sync segments to Shopify tags to integrate into the rest of your marketing stack

5.0(Reviews)

Create and analyze UNLIMITED advanced CUSTOM REPORTS with seamless integration and automation. Report Pundit is the advanced custom reporting tool for Shopify. Generate unlimited custom reports or get instant insights with 100+ prebuilt reports. Analyze sales reports, tax reports, payout reports, inventory reports, fulfillment reports, customer behavior reports, POS reports and more. Use advanced filters, calculated fields, and custom metrics to refine your reports. Easily integrate with 30+ payment, shipping, and marketing apps to centralize your analytics. Report Pundit is the advanced custom reporting tool for Shopify. Generate unlimited custom reports or get instant insights with 100+ prebuilt reports. Analyze sales reports, tax reports, payout reports, inventory reports, fulfillment reports, customer behavior reports, POS reports and more. Use advanced filters, calculated fields, and custom metrics to refine your reports. Easily integrate with 30+ payment, shipping, and marketing apps to centralize your analytics. more Better & Advanced Reports: Create, automate, and customize with ease. Complementary Report Service: Let us build your custom reports at no cost. Access and review data from tags, metafields, and line-item properties. Multi-Store & Multi-Currency: Consolidate reports across stores and currencies. Export & Automate: Download in Excel, CSV, PDF, or sync with Google Sheets.

4.9(Reviews)

Advanced reporting, using realtime data that you can report, customize, automate, export, and share. Introducing Report Toaster, created by Cloudlab. An extremely powerful reporting and analytics app available for Shopify merchants. Access realtime data shop data to create, schedule and export custom sales reports across all of your shops. Customize your report by adding columns, using powerful filters, and multi-column sorting. Group, aggregate and compare report data over time. Use calculated fields to track inventory history, setup an aging report, or get data from tags or metafields. Introducing Report Toaster, created by Cloudlab. An extremely powerful reporting and analytics app available for Shopify merchants. Access realtime data shop data to create, schedule and export custom sales reports across all of your shops. Customize your report by adding columns, using powerful filters, and multi-column sorting. Group, aggregate and compare report data over time. Use calculated fields to track inventory history, setup an aging report, or get data from tags or metafields. more Start with one of our 120+ report templates to create and save custom reports Export and download reports as PDF or CSV to share via email or analyze in Excel Scheduled reporting for automated delivery via email, SMS or Slack Share live report links with staff or third-parties Use multi-store reporting to report and compare data from multiple shops

5.0(Reviews)

Create Digital Marketing and Sales Reports and Dashboards in just 3 seconds! Reportei is a reporting and dashboard tool designed for marketing teams managing multiple projects. It integrates with over 20 channels, including Shopify, Instagram, Facebook, and Google Ads, allowing you to view and analyze key indicators on a single screen. By automating the creation of visually appealing reports, Reportei saves time and enhances productivity, letting you focus on strategy and growth without the hassle of manual data collection. Reportei is a reporting and dashboard tool designed for marketing teams managing multiple projects. It integrates with over 20 channels, including Shopify, Instagram, Facebook, and Google Ads, allowing you to view and analyze key indicators on a single screen. By automating the creation of visually appealing reports, Reportei saves time and enhances productivity, letting you focus on strategy and growth without the hassle of manual data collection. more Create Professional Marketing and Sales Reports with Artificial Intelligence. Speed up your analyses with our Dynamic and Customizable Dashboard! Create automated reports that can be sent directly via email. Reportei Control: Track indicators, receive alerts and achieve goals faster!

0.0(Reviews)

AI-powered advance reports, custom analytics & automation, store analytics & grow your store. Reportgenix advanced sales analytics app provides merchants with in-depth insights across sales, customers, custom reporting, store analytics, and more. Ideal for single-store operations, it simplifies data analysis with easy report exports and multi-currency support for global operations. Customize reports by adding columns, applying powerful filters, and utilizing multi-column sorting to tailor the data to your needs. Streamline your business decisions with precise and actionable insights. Reportgenix advanced sales analytics app provides merchants with in-depth insights across sales, customers, custom reporting, store analytics, and more. Ideal for single-store operations, it simplifies data analysis with easy report exports and multi-currency support for global operations. Customize reports by adding columns, applying powerful filters, and utilizing multi-column sorting to tailor the data to your needs. Streamline your business decisions with precise and actionable insights. more Track sales by day, week, month, product, & customer type for detailed insight. Drag & Drop Custom report, multi-Currency Reporting, and Multiple Chart option. Pre-made custom reports with scheduling & simple exports. AI-powered report & Automation of reporting schedules AI generate advanced analytics with smart report recommendations.

5.0(Reviews)

Simple reporting & analytics. Explore your data and automate reports. Custom report service. Extensive Shopify store reporting, simple to use, build custom reports in seconds. Export friendly: share & generate reports using CSV, Excel, and more. Export orders sales details, fulfillments, sales taxes, inventory by location, analytics, transactions, payments, abandoned checkouts, draft orders, refunds & returns, payouts, products, shipping charges, transaction fees and more Extensive Shopify store reporting, simple to use, build custom reports in seconds. Export friendly: share & generate reports using CSV, Excel, and more. Export orders sales details, fulfillments, sales taxes, inventory by location, analytics, transactions, payments, abandoned checkouts, draft orders, refunds & returns, payouts, products, shipping charges, transaction fees and more more Track sales by month/week/day, by product, by returning vs new customers & more Report on current inventory by product, by warehouse, by SKU variant & more Order export sales, refunds, discounts, shipping/tracking, payment & more

4.9(Reviews)

Maximize Profit Per Customer: Increase Customer Lifetime Value (LTV) & Retention with Automations. Leverage 100+ analytical tools like Customer Lifetime Value (LTV), Customer Segmentation & Cohort Analysis to dive deep into your data. RetentionX turns complex information into actionable insights that significantly enhance customer retention, optimize acquisition, and increase your profit per customer. Use our built-in automations to target audiences with laser precision on platforms like Meta, Klaviyo, or Tiktok – and put your products in the perfect position with our smart merchandising. Leverage 100+ analytical tools like Customer Lifetime Value (LTV), Customer Segmentation & Cohort Analysis to dive deep into your data. RetentionX turns complex information into actionable insights that significantly enhance customer retention, optimize acquisition, and increase your profit per customer. Use our built-in automations to target audiences with laser precision on platforms like Meta, Klaviyo, or Tiktok – and put your products in the perfect position with our smart merchandising. more Identify which products, segments & channels drive Customer Lifetime Value (LTV) Find out who is predicted to churn when and determine what will make them stay Win back lost customer cohorts & boost retention through customer segmentation Acquire better customers and drive loyalty with quality audience segments Automate your merchandising to get more sales from the same traffic

5.0(Reviews)

Easily setup automated abandoned cart emails, welcome new subscribers, broadcast newsletters. Engage customers throughout their journey with personalized emails, abandoned cart recovery, welcome emails, and post-purchase upsells. Easy to setup and affordable. Built for owners who have no previous experience in email marketing. Set up email and drive repeat sales effortlessly - no coding required, no agency required. All of that’s backed with live chat and email support for all users. Engage customers throughout their journey with personalized emails, abandoned cart recovery, welcome emails, and post-purchase upsells. Easy to setup and affordable. Built for owners who have no previous experience in email marketing. Set up email and drive repeat sales effortlessly - no coding required, no agency required. All of that’s backed with live chat and email support for all users. more Setup automated email marketing in less than 5 mins. Broadcast newsletters to your subscribers and keep them engaged Aesthetically Designed Templates – Ready-to-use Email Template Library Deep Shopify Integration – Sync customer data, orders, and behaviors seamlessly.

5.0(Reviews)

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About Historical analysis Apps for Shopify

Historical analysis apps are essential tools for Shopify merchants looking to enhance their store's functionality and improve customer experience. These specialized applications help store owners streamline operations, increase sales, and provide better service to their customers.

When choosing a historical analysis app for your Shopify store, consider factors such as features, pricing, customer support, and compatibility with your theme and other apps. Reading reviews from other merchants can also provide valuable insights into the app's performance and reliability.

The apps listed on this page represent some of the best historical analysis solutions available in the Shopify App Store. Each has been selected based on its functionality, user ratings, and overall value for Shopify merchants.