Confidently optimize your store. Use visual analytics & checkout tracking to make smarter decisions. See how shoppers move through your store and uncover what’s driving or blocking sales. Watch visitor Sessions to spot friction and use Heatmaps to see what captures attention. Track checkout events like “Product Viewed,” “Added to Cart,” and “Checkout Started” to find where buyers drop off. Collect feedback with Surveys and Use Discovery, Lucky Orange’s AI assistant, to understand your data whether it’s sudden performance shifts or what’s blocking conversions & instantly get actionable insights. See how shoppers move through your store and uncover what’s driving or blocking sales. Watch visitor Sessions to spot friction and use Heatmaps to see what captures attention. Track checkout events like “Product Viewed,” “Added to Cart,” and “Checkout Started” to find where buyers drop off. Collect feedback with Surveys and Use Discovery, Lucky Orange’s AI assistant, to understand your data whether it’s sudden performance shifts or what’s blocking conversions & instantly get actionable insights. more Session Recording & Heatmaps – Understand visitor behavior with visual analytics Surveys – Ask visitors questions to to uncover barriers and motivations Checkout Tracking & Analytics – Track key events & pinpoint friction in checkout Discovery – Ask questions and get AI-powered answers from your site’s data Conversion Funnels – Prebuilt tracking to show where visitors abandon purchases
Historical analysis Shopify Apps
Discover the best Historical analysis apps for your Shopify store in 2026. Compare features, pricing, and reviews to find the perfect solution.
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Manually tracking profits in spreadsheets or paying high fees for an accountant? Here’s a better way M8trics helps you calculate the key metrics you need to grow your store. It’s simple, affordable, and efficient for all your accounting needs. Focus on what matters most so you can scale your store faster without worrying about accounting tasks. Access all your metrics in a single, easy-to-use dashboard to see what’s working and what’s not. Once you try it, you won’t look back. M8trics helps you calculate the key metrics you need to grow your store. It’s simple, affordable, and efficient for all your accounting needs. Focus on what matters most so you can scale your store faster without worrying about accounting tasks. Access all your metrics in a single, easy-to-use dashboard to see what’s working and what’s not. Once you try it, you won’t look back. more Real-Time Profit Tracking Seamless Ad Platform Integration Comprehensive Performance Dashboard Actionable Insights Quick Setup and Use
Map My Customers helps merchants analyze orders by geographical location and target them. Map My Customers is an advanced order visualization app for Shopify merchants. With heat maps, tables, reporting with filtering and other insights to help Shopify merchants grow their business. Map My Customers is an advanced order visualization app for Shopify merchants. With heat maps, tables, reporting with filtering and other insights to help Shopify merchants grow their business. more Explore an interactive heatmap of your orders and show off your growing business Get insights like your average order value, total sales & more for any region. Improve your marketing with better targeting based on where your best customers
One-stop data management & advanced analytics platform with ready made dashboards for E-com brands MapleMonk dashboards & insights help improve both top line & bottom line by integrating multiple data sources such as Shopify, Amazon, FB, Google Ads, Google Analytics, Amazon Ads etc. to a scalable and centralised data warehouse & track key metrics across sales, marketing, customer, operations functions. MapleMonk dashboards & insights help improve both top line & bottom line by integrating multiple data sources such as Shopify, Amazon, FB, Google Ads, Google Analytics, Amazon Ads etc. to a scalable and centralised data warehouse & track key metrics across sales, marketing, customer, operations functions. more Get ready made dashboards and create custom dashboards that are auto-refreshed Track sales metrics such as orders, revenue, cancellations, returns, ROAS, etc. Get recommendations to improve marketing campaigns that aren't working Analyse customer cohorts, RFM segments & get product recommendation by customer Track dispatch and delivery SLAs & avoid out of stocks by tracking inventory
Sales, marketing, web, and product data all in one place so you spend less time pulling reports Brings all your e-commerce data into one easy-to-use dashboard. No more switching between platforms or wrestling with spreadsheets. See your sales, marketing, and website performance at a glance. Understand where your customers are coming from, allocate your marketing budget wisely, and choose the most effective promotion—all in minutes. Save time and get confidence in your decisions. Brings all your e-commerce data into one easy-to-use dashboard. No more switching between platforms or wrestling with spreadsheets. See your sales, marketing, and website performance at a glance. Understand where your customers are coming from, allocate your marketing budget wisely, and choose the most effective promotion—all in minutes. Save time and get confidence in your decisions. more All-in-one dashboard: View sales, marketing, product, and web data in one place Daily alerts: Understand what's working and what's not at a glance Marketing attribution: See which channels drive your top customers AI marketing analyst: Get answers to your toughest questions in minutes not days Automated reports: Have key business insights delivered when you need them
meerkat analytics gives you deep insights into your customer base using AI. In real time. Meerkat Analytics offers easy UTM tracking, customer demographic insights, and clear data for informed decisions, making it simpler for Shopify merchants to understand sales and customer behavior. Perfect for anyone looking to optimize their store's performance with actionable insights. Meerkat Analytics offers easy UTM tracking, customer demographic insights, and clear data for informed decisions, making it simpler for Shopify merchants to understand sales and customer behavior. Perfect for anyone looking to optimize their store's performance with actionable insights. more Track sales origins with easy UTM tracking. Unlock customer insights by demographics using AI. 24+ interactive Reports
Real-time Analytics, Profit Tracking, Reports, Multistore, Segmenting, Exports & Email Metorik is the trusted dashboard for fast growing Shopify stores. Track true profit by including COGS, ad spend, shipping, ops costs and fees. Understand true customer value with LTV, cohort, and retention reporting. See all your stores in one fast, clean dashboard. Segment customers and orders with 500+ filters to answer any question in seconds. Sync ad spend from major platforms. Automate reports and exports on your schedule. Enjoy well-loved support from Real Humans. Metorik is the trusted dashboard for fast growing Shopify stores. Track true profit by including COGS, ad spend, shipping, ops costs and fees. Understand true customer value with LTV, cohort, and retention reporting. See all your stores in one fast, clean dashboard. Segment customers and orders with 500+ filters to answer any question in seconds. Sync ad spend from major platforms. Automate reports and exports on your schedule. Enjoy well-loved support from Real Humans. more See true profit (not just sales) with COGS, ad spend, shipping, and fee tracking Understand real customer value with CAC, LTV, return rate – segmented by Cohorts Segment Customers / Orders / Products / Sources. 500+ filters, instant results Sync ad spend from Google / Bing / Meta / TikTok / Google Sheets and track ROAS See all your stores (Shopify & Woo) in one fast, real-time, multistore dashboard
Turn abandoned carts into sales. Replay sessions & uncover revenue insights w/ conversion heatmaps. What really happens between the first click and a purchase? With live recording and session replay powered by advanced filters, MIDA lets you dive into real visitor behavior: see where shoppers click, scroll, hesitate & trigger abandoned checkout/abandoned cart. Meanwhile, conversion heatmaps surface revenue signals like add-to-cart and purchase rate. Bot filtering keeps your data clean, while onsite surveys capture real feedback; so you can uncover friction faster & drive smarter CRO decisions. What really happens between the first click and a purchase? With live recording and session replay powered by advanced filters, MIDA lets you dive into real visitor behavior: see where shoppers click, scroll, hesitate & trigger abandoned checkout/abandoned cart. Meanwhile, conversion heatmaps surface revenue signals like add-to-cart and purchase rate. Bot filtering keeps your data clean, while onsite surveys capture real feedback; so you can uncover friction faster & drive smarter CRO decisions. more Live session recording + checkout replay to see exactly where users abandon Filter and block bot traffic so every session you review reflects a real buyer Visualize real-time + revenue click heatmaps to see what drives clicks and sales Conversion heatmap showing purchases and add-to-cart rate per element Analytics uncover bounce page, checkout funnel and conversion funnel bottlenecks
Build custom reports, analytics & dashboards for sales, inventory & fulfillment. Export to Google Sheets. Mipler is a powerful store analytics & reporting app. Create custom reports and dashboards using orders, products, inventory, taxes, payouts, metafields & tags. Easily generate sales, financial, accounting, fulfillment, customer, profit & loss, tax & inventory reports in minutes. Use pre-built templates or build your own. Export to Google Sheets, Excel, CSV & PDF. Schedule automated email reports to your team. Build business analytics with custom columns, calculated fields & metafield formulas. Mipler is a powerful store analytics & reporting app. Create custom reports and dashboards using orders, products, inventory, taxes, payouts, metafields & tags. Easily generate sales, financial, accounting, fulfillment, customer, profit & loss, tax & inventory reports in minutes. Use pre-built templates or build your own. Export to Google Sheets, Excel, CSV & PDF. Schedule automated email reports to your team. Build business analytics with custom columns, calculated fields & metafield formulas. more Custom reports, analytics & profit dashboards from orders, products, tags & metafields Financial, accounting & fulfillment reports: COGS, tax, payouts, transactions Scheduled email reports. Auto-export to Google Sheets, CSV, Excel and PDF Secure public links to share reports and dashboards without admin access AI analytics powered by Claude. Ask questions about your store in plain English
Integrate with Mixpanel in one simple, no-code step! Built to unlock your shop's full potential! Built and maintained by FiveThrive. Name and logo used with permission. Unlock your store's full potential with this seamless Mixpanel analytics integration that transforms months of complex data implementation into a single step, no-code, plug-n-play setup! Mixpanel provides rich insights into marketing attribution, user behaviors across web & mobile, and post-purchase analytics. Powerful data-driven tools to optimize your store's performance, enhance the customer journey, and drive sales! Built and maintained by FiveThrive. Name and logo used with permission. Unlock your store's full potential with this seamless Mixpanel analytics integration that transforms months of complex data implementation into a single step, no-code, plug-n-play setup! Mixpanel provides rich insights into marketing attribution, user behaviors across web & mobile, and post-purchase analytics. Powerful data-driven tools to optimize your store's performance, enhance the customer journey, and drive sales! more One step setup! Track orders and customers! Track customers across the entire flow - from first visit and even to refund! Realtime - no waiting for events to get loaded!
Set up Mixpanel data tracking effortlessly without coding Mixpanel Connect allows you to easily integrate Mixpanel data tracking into your Shopify store, enabling you to monitor customer engagement and refine your marketing strategies without the need for coding. Perfect for merchants looking for actionable insights on customer interactions Mixpanel Connect allows you to easily integrate Mixpanel data tracking into your Shopify store, enabling you to monitor customer engagement and refine your marketing strategies without the need for coding. Perfect for merchants looking for actionable insights on customer interactions more Mixpanel Connect allows you to easily integrate Mixpanel data tracking into your Track customer engagement directly from Mixpanel to optimize your strategies. Set up Mixpanel tracking with ease, no technical knowledge required.
Mixtable Analytics is an online spreadsheet putting real-time store analytics at your fingertips Mixtable Analytics & Reports brings real-time Shopify data into a familiar spreadsheet interface, eliminating manual exports and complex tools. Whether you run a small boutique or a large store, you get always-up-to-date insights on products, customers, and sales — no setup required. By simplifying reporting and automating updates, it helps you make faster, data-driven decisions so you can focus on growing your business. Mixtable Analytics & Reports brings real-time Shopify data into a familiar spreadsheet interface, eliminating manual exports and complex tools. Whether you run a small boutique or a large store, you get always-up-to-date insights on products, customers, and sales — no setup required. By simplifying reporting and automating updates, it helps you make faster, data-driven decisions so you can focus on growing your business. more Store analytics in Excel-like online spreadsheet, with Excel-style formulas Analytics update in real-time as new orders are placed Load analytics specific to a product, variant, collection, and more. Create reporting worksheets that show aggregate data for your store Workbook can be easily exported to XLSX or CSV file
Leverage customer behaviour data to create personalized experiences that reach and retain customers MoEngage® is an Insights-Led Customer Engagement platform for consumer brands, that empowers marketers with AI-driven insights to create omnichannel experiences that customers love. Engage across 10+ channels, by personalizing every interaction and recommending the most relevant products and offers. Across every channel, at every touchpoint, your customers get the best message at the best time - all this while securely and reliably protecting customer data and following global regulations. MoEngage® is an Insights-Led Customer Engagement platform for consumer brands, that empowers marketers with AI-driven insights to create omnichannel experiences that customers love. Engage across 10+ channels, by personalizing every interaction and recommending the most relevant products and offers. Across every channel, at every touchpoint, your customers get the best message at the best time - all this while securely and reliably protecting customer data and following global regulations. more Bring together data from online & offline channels to create 360° customer view Leverage AI-powered insights to create personalized omnichannel experiences Craft 1:1 web experiences using web push, pop-ups, and web personalization Predict uninstalls, churn or conversions with Predictive Analytics Build and send time-sensitive alerts across channels, through a single API
Access the marketing performance data dashboard to optimize your Campaigns. Get true data. For your ads. Pair your Shopify store with our automated enterprise-level marketing reporting tool to uncover what truly drives your sales. Obtain a single reliable source of attribution with different models to optimize the whole marketing funnel. No technical changes or large integrations are required. Optimize campaigns from the get-go with just a few onboarding clicks. Get true data. For your ads. Pair your Shopify store with our automated enterprise-level marketing reporting tool to uncover what truly drives your sales. Obtain a single reliable source of attribution with different models to optimize the whole marketing funnel. No technical changes or large integrations are required. Optimize campaigns from the get-go with just a few onboarding clicks. more Centralize vital metrics into one comprehensive and easy-to-read dashboard. Connect and manage unlimited Shopify, Meta, Google, and TikTok ad accounts. Automatically update financials to your chosen currency for simplified reporting Use First Touch, Last Touch, U-Shape, and more for precise sales insights. Instantly turn ads on or off directly from your dashboard or change budgets.
With MyDataNinja Features: CRM, Multi Store Reports, Ad Attribution, Tracking, ROAS,AD Profitability MyDataNinja is the tool that saves your precious time. From CRM for your Shopify store, to Deep Analytics, Ad Attribution, Multi Account and Multi Store Dashboard, Real Time analytics, ROAS and Profitability numbers per Advertisement, Creative Reporting and many more features, We help Stores to achieve High Efficiency. MyDataNinja is the tool that saves your precious time. From CRM for your Shopify store, to Deep Analytics, Ad Attribution, Multi Account and Multi Store Dashboard, Real Time analytics, ROAS and Profitability numbers per Advertisement, Creative Reporting and many more features, We help Stores to achieve High Efficiency. more Watch real-time profit/loss data per Ad/product Multiple Ad Accounts view in one simple dashboard MyDataNinja brings cookie-less clear tracking for your customers URL Shorter and Custom URL Tracking Easy and Simple Server Side API Integration with Google Ads and Meta
A unified dashboard for all your business insights: Simplified and Streamlined. NavAI empowers you to make data-driven decisions by transforming complexity into clarity. Track performance metrics with real-time data and instant analytics. Dive deep into customer loyalty and identify at-risk customers. Interact with your data to get answers to your most complex business questions and enhance your decision-making process. With simple queries, you can get proactive insights, find hidden growth opportunities, and forecast sales accurately. NavAI empowers you to make data-driven decisions by transforming complexity into clarity. Track performance metrics with real-time data and instant analytics. Dive deep into customer loyalty and identify at-risk customers. Interact with your data to get answers to your most complex business questions and enhance your decision-making process. With simple queries, you can get proactive insights, find hidden growth opportunities, and forecast sales accurately. more 360° overview of customer behavior. Know your most loyal customers. Real-time performance metrics with instant growth insights.
Leverage attribution for accurate cross-channel tracking, better profit analytics & customer LTV. NestAds gives you a comprehensive view of how each marketing channel (like paid advertising, social media, search engines, etc.) contributes to sales. With server-side tracking pixel, you can remove tracking errors caused by iOS 14 blockage, ad blocker & cookies limitations. Discover customer journeys with different attribution models to allocate budgets more effectively. Understand how individual ad creatives are performing to cultivate winning creatives. One-time setup, dedicated support. NestAds gives you a comprehensive view of how each marketing channel (like paid advertising, social media, search engines, etc.) contributes to sales. With server-side tracking pixel, you can remove tracking errors caused by iOS 14 blockage, ad blocker & cookies limitations. Discover customer journeys with different attribution models to allocate budgets more effectively. Understand how individual ad creatives are performing to cultivate winning creatives. One-time setup, dedicated support. more Unify all marketing data across channels in one visual & customizable dashboard. Avoid iOS 14 blockage, ready for cookieless with the server-side tracking pixel. Use different attribution models & custom traffic rules to find top touchpoints. Track customer journey & identify drop-offs to allocate budget more effectively. Gain insights down to creative level with advanced & tailored analysis reports.
Supercharge your store and power conversion and retention with Netcore Customer Engagement! Transform your Shopify store with Netcore CE—integrating 9+ channels like email, SMS, WhatsApp, RCS, and app/web notifications for impactful customer engagement. Use cutting-edge Generative AI for deep customer insights, dynamic segmentation, and easy content creation. From predictive recommendations to AMP emails, engage your audience at every step. Whether you're a small merchant or an enterprise, Netcore CE helps boost conversions, deliver personalized experiences and skyrocket retention. Transform your Shopify store with Netcore CE—integrating 9+ channels like email, SMS, WhatsApp, RCS, and app/web notifications for impactful customer engagement. Use cutting-edge Generative AI for deep customer insights, dynamic segmentation, and easy content creation. From predictive recommendations to AMP emails, engage your audience at every step. Whether you're a small merchant or an enterprise, Netcore CE helps boost conversions, deliver personalized experiences and skyrocket retention. more Seamlessly create & manage omni-channel journeys for unified customer experience 360° customer view and user segmentation through our customer data platform Game changing Insights and optimized Content generation by Generative AI Personalisation, Prediction, Insights generation and Recommendations using AI Craft unique experiences using push notifications, pop-ups, web personalisation
Data -> insights -> actions : Integrate sources - LTV, RFM, Retention etc. Analysis - Sync audiences Unlock the power of sales analytics and customer retention with Niblin. Consolidate data from various channels into a single dashboard for streamlined insights. Tailor marketing strategies, identify loyal customers, and optimize sales performance effortlessly. Stay ahead of the curve with real-time analytics, ensuring your business thrives in today's competitive market. Track sales, retain customers, and drive growth with Niblin Unlock the power of sales analytics and customer retention with Niblin. Consolidate data from various channels into a single dashboard for streamlined insights. Tailor marketing strategies, identify loyal customers, and optimize sales performance effortlessly. Stay ahead of the curve with real-time analytics, ensuring your business thrives in today's competitive market. Track sales, retain customers, and drive growth with Niblin more Maximize Sales: Unlock revenue streams & sales based on data Consolidate data into an intuitive dashboard for effortless tracking Tailor marketing for higher conversions with actionable insights. Nurture loyalty with targeted promotions & personalized recommendations. Automate reporting & analysis for more time growing your business.
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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.