Build custom reports, automate reports & analytics, and reconcile data from key integrations easily Report Pundit is the advanced custom reports and analytics tool for your store. Generate unlimited custom reports and dashboards, start from 150+ pre-built sales, tax, payout, profit, fulfillment, customer, Markets, POS and Inventory reports. Refine with filters, calculated columns, custom metrics, and custom API fields. Pull data from metafields, tags, and line items. Multi-store and multi-currency. Export, schedule, and share to Excel, CSV, PDF, Slack, and Google Sheets, Free customization. Report Pundit is the advanced custom reports and analytics tool for your store. Generate unlimited custom reports and dashboards, start from 150+ pre-built sales, tax, payout, profit, fulfillment, customer, Markets, POS and Inventory reports. Refine with filters, calculated columns, custom metrics, and custom API fields. Pull data from metafields, tags, and line items. Multi-store and multi-currency. Export, schedule, and share to Excel, CSV, PDF, Slack, and Google Sheets, Free customization. more Better & Advanced Reports: Automate custom reports and save hours every week Live Human Support to Build Your Custom Reports Instantly Access and review data from tags, metafields, and line-item properties. Multi-Store Reports: Get one view of sales across stores, Markets & currencies Export, Automate & Schedule Reports: Excel, CSV, PDF, Slack and Google Sheets.
Historical analysis Shopify Apps
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Advanced reports, using real-time data that you can report, customize, automate, export, and share. Report Toaster is a powerful reporting and analytics app for Shopify merchants. Access realtime data to create, schedule and export reports across all of your shops. All reports are fully customizable, so you can create your own custom reports with customized charts for presentations, or we'll do it for you. Best of all, use our AI report builder to easily create any report. Create calculated fields to track inventory history, setup an aging report, or get data from tags or metafields. Report Toaster is a powerful reporting and analytics app for Shopify merchants. Access realtime data to create, schedule and export reports across all of your shops. All reports are fully customizable, so you can create your own custom reports with customized charts for presentations, or we'll do it for you. Best of all, use our AI report builder to easily create any report. Create calculated fields to track inventory history, setup an aging report, or get data from tags or metafields. more Start with one of our 130+ reports, then customize and save better reports Export and download reports as PDF or CSV to share via email or analyze in Excel Scheduled reports for automated delivery via email, SMS or Slack Share live sales report and inventory report links with staff or third-parties Use multi-store reporting to report and compare data from multiple shops
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!
AI Profit Analytics, Advanced Reports & Smart Automation to Grow Sales Make smarter decisions with AI-powered store analytics. Get 100+ ready-to-use reports for sales, customers, and inventory — no setup needed. Ask Genix AI questions and get reports in seconds. Build custom reports with your own columns, filters, and calculations. Track performance on interactive dashboards. Automate report delivery on your schedule. Export to CSV or Excel, collaborate via Slack, and sell globally with multicurrency support. Your complete reporting solution — powered by AI. Make smarter decisions with AI-powered store analytics. Get 100+ ready-to-use reports for sales, customers, and inventory — no setup needed. Ask Genix AI questions and get reports in seconds. Build custom reports with your own columns, filters, and calculations. Track performance on interactive dashboards. Automate report delivery on your schedule. Export to CSV or Excel, collaborate via Slack, and sell globally with multicurrency support. Your complete reporting solution — powered by AI. more Access 100+ pre-built reports for sales, inventory, customers, and profits. Genix AI provides smart insights and answers your store's questions instantly. Schedule reports via email. Integrate Slack. Export to CSV and Excel. Drag-and-drop custom report builder with filters, columns, and calculations. Interactive dashboards with charts, graphs, and multi-currency support.
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
E-Commerce Growth OS: Customer Analytics, Tracking, Attribution & Marketing Automation. RetentionX unifies customer analysis, conversion tracking, attribution, and automation into one platform. With 100+ tools, intuitive UI, and hands-on support, RetentionX helps customer-obsessed teams maximize growth, customer lifetime value, aov, retention, acquisition, and grow profitably while simplifying tech stacks. RetentionX unifies customer analysis, conversion tracking, attribution, and automation into one platform. With 100+ tools, intuitive UI, and hands-on support, RetentionX helps customer-obsessed teams maximize growth, customer lifetime value, aov, retention, acquisition, and grow profitably while simplifying tech stacks. more Customer Intelligence: LTV, cohorts, RFM, attribution & product insights Identity & Tracking: Server-side, cross-device. Resolve anonymous sessions Automated Audiences: Create & sync segments to Klaviyo, Meta, Google and TikTok Auto Merchandising: Sort products & collections based on real conversion data Conversion API: Push enriched events to ad platforms for to optimize spend
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.
Unify your growth stack into always-on analytics with root-cause answers to protect ROAS daily. Most brands can't explain why ROAS drops. Metrics shift across Shopify, Meta, Google, and Klaviyo — but no single tool connects the dots or tells you why. Out of the Blue does. Built-in root-cause analysis identifies the likely driver across channels the moment performance changes — so your team acts in minutes, not days. Connects to 60+ data sources. Daily and weekly summaries surface the top 3 things that changed, why it happened, and exactly what to do next. Most brands can't explain why ROAS drops. Metrics shift across Shopify, Meta, Google, and Klaviyo — but no single tool connects the dots or tells you why. Out of the Blue does. Built-in root-cause analysis identifies the likely driver across channels the moment performance changes — so your team acts in minutes, not days. Connects to 60+ data sources. Daily and weekly summaries surface the top 3 things that changed, why it happened, and exactly what to do next. more Stop flying blind — one view of ROAS, CVR & revenue across every channel Get alerted before a bad day becomes a bad week — with the cause identified Daily + weekly summaries highlighting the top 3 things that need your attention. Catch drift before it hits your numbers — auto-baselines + forecasting Ask questions in plain English and get answers in seconds — no SQL & analyst
Seamless, automated tags for smart customer segmentation, workflows, and emails. Your companion for targeting different segments of customers in unique ways through the power of automation. Apply and remove tags to customer records based on behavior, creating varied customer segments with multi-condition workflows. Leverage marketing automation and customize communications based on where shoppers are in the customer lifecycle. Use tags to trigger actions across different marketing platforms by using your Shopify Email customer list as the single source of truth. Your companion for targeting different segments of customers in unique ways through the power of automation. Apply and remove tags to customer records based on behavior, creating varied customer segments with multi-condition workflows. Leverage marketing automation and customize communications based on where shoppers are in the customer lifecycle. Use tags to trigger actions across different marketing platforms by using your Shopify Email customer list as the single source of truth. more Create customer segments by applying and removing tags based on buyer behaviour. Leverage automation to streamline your lifecycle management communication. Influence your email list by triggering actions across various platforms. Automatically create a Customer Segment with the tags as the criteria. Connect to thousands of apps through Zapier for end-to-end automated workflows.
Understand customer behavior and optimize your store with real-time analytics. Segmentify Analytics Segmentify helps you personalize your store experience by showing the most relevant products to each visitor in real time. It enables merchants to track user behavior, analyze performance, and optimize product recommendations. With Segmentify, you can improve conversion rates, increase average order value, and deliver a tailored shopping experience for every customer. Segmentify helps you personalize your store experience by showing the most relevant products to each visitor in real time. It enables merchants to track user behavior, analyze performance, and optimize product recommendations. With Segmentify, you can improve conversion rates, increase average order value, and deliver a tailored shopping experience for every customer. more Track conversion performance in real-time. Identify top-performing products, categories, and brands. Understand customer behavior to guide merchandising decisions. Focus your marketing spend on the most effective channels.
The ultimate customer segmentation tool. Built by data scientists to be a marketer’s best friend. Data is critical for marketers, but raw data isn’t usable. You need a tool that not only analyzes data but translates it into actionable insights. Enter Segments; we built the ultimate customer data analytics tool drawing on our deep experience as former LinkedIn data scientists. Surface the most effective customer segments for your marketing campaigns, then keep them in sync everywhere: Right message, right customers, right time. Data is critical for marketers, but raw data isn’t usable. You need a tool that not only analyzes data but translates it into actionable insights. Enter Segments; we built the ultimate customer data analytics tool drawing on our deep experience as former LinkedIn data scientists. Surface the most effective customer segments for your marketing campaigns, then keep them in sync everywhere: Right message, right customers, right time. more Immediate value — get 50+ AI-generated segments, including RFM & behavioral Well connected — integrate with Klaviyo, Meta, Google, TikTok, Postscript & more Powered by AI — use natural language to ask & discover profitable new segments Product insights — product journey, affinity, lifecycle, cohort retention, &more World-class support — we are data scientists at heart & are a chat or call away
SegMetrics unifies marketing data for precise ad tracking, revenue insights, and performance boosts. SegMetrics differentiates itself by merging diverse marketing data streams into a single, easy-to-use dashboard. It delivers precise ad attribution, tracks customer journeys, and integrates with over 100 marketing tools. This platform solves the problem of fragmented data, enabling merchants to understand which campaigns truly drive revenue. Its robust analytics, real-time insights, and user-friendly interface help optimize marketing strategies, making it indispensable for modern businesses. SegMetrics differentiates itself by merging diverse marketing data streams into a single, easy-to-use dashboard. It delivers precise ad attribution, tracks customer journeys, and integrates with over 100 marketing tools. This platform solves the problem of fragmented data, enabling merchants to understand which campaigns truly drive revenue. Its robust analytics, real-time insights, and user-friendly interface help optimize marketing strategies, making it indispensable for modern businesses. more Ad Attribution: Precisely track ad performance and revenue impact. Full Customer Journey: Monitor the buyer's path from lead to sale. Unified Reporting: Combine 100+ tools for clear, actionable marketing insights.
Your Sales, Profit & Facebook Ads Analytics In One. Track Real-Time P&L, ROAS Seller Fetch simplifies omnichannel data tracking by combining your sales, marketing, and product data into one platform, helping you to stay ahead of your numbers. Monitor real-time P&L of specific timeframes and products. Easily manage data for your multiple stores and currency. Identify trends and opportunities to grow your ad campaigns. Become profitable and data-driven with Seller Fetch. Seller Fetch simplifies omnichannel data tracking by combining your sales, marketing, and product data into one platform, helping you to stay ahead of your numbers. Monitor real-time P&L of specific timeframes and products. Easily manage data for your multiple stores and currency. Identify trends and opportunities to grow your ad campaigns. Become profitable and data-driven with Seller Fetch. more Real-time, accurate data sync from Shopify, Meta, and more. Custom KPI dashboards: P&L, ROAS, CPA, AOV, Ads spend, and more. Omnichannel management for multiple stores and currencies. Monitor the performance and trends of your ad campaigns and creatives.
Accurate and detailed profit analytics in real-time. Know your numbers. Make data-driven decisions. sellerboard delivers actionable real-time profit analytics with unparalleled accuracy and level of detail. See your profits & losses at a glance in a real-time dashboard or drill down into any period of time, product, order or expense (e.g. ad costs, COGS, shipping, payment fees, return costs, taxes, etc). sellerboard integrates with marketing channels and syncs ad costs, sales and attribution by product or UTM tag. sellerboard delivers actionable real-time profit analytics with unparalleled accuracy and level of detail. See your profits & losses at a glance in a real-time dashboard or drill down into any period of time, product, order or expense (e.g. ad costs, COGS, shipping, payment fees, return costs, taxes, etc). sellerboard integrates with marketing channels and syncs ad costs, sales and attribution by product or UTM tag. more Analyze profits by period, product, brand, etc. in an intuitive live dashboard Track your Customer Life Time Value and plan your Customer Acquisition Costs Download flexible spreadsheet reports or receive them via email Enter your COGS by batch, period, as a % of the price, or as fixed values Track your advertising efficiency by product and/or UTM tag
23 Must-Have Online SEO Tools, All In One Place. A step-by-step DIY SEO checklist for best results. Enhance your SEO ranking effortlessly with our powerful app. Whether you're a business owner, marketer, or SEO enthusiast, our app provides the tools you need to rise through the search engine ranks. Elevate your online presence, drive organic traffic, and achieve sustainable growth. Stay ahead of algorithm changes with regular updates and feature enhancements. Get instant recommendations to improve your SEO and much more with a focus on key SEO factors to enhance your website's visibility. Enhance your SEO ranking effortlessly with our powerful app. Whether you're a business owner, marketer, or SEO enthusiast, our app provides the tools you need to rise through the search engine ranks. Elevate your online presence, drive organic traffic, and achieve sustainable growth. Stay ahead of algorithm changes with regular updates and feature enhancements. Get instant recommendations to improve your SEO and much more with a focus on key SEO factors to enhance your website's visibility. more Find the most effective keywords gathered from 4 different sources Monitor your site rankings + those of your competitors Run an SEO audit online and receive helpful advice for fixing all detected issue Check your website for broken links and images, find and identify issues Compare your domain's top metrics against your competition
Capture Customer Sessions, Diagnose Issues, and Gain Actionable Insights! Session Replay & Debug Analytics empowers Shopify store owners by capturing and analyzing customer sessions, offering advanced tools to identify and resolve website issues in real-time. Whether you want to understand customer behavior or debug website crashes, this app provides a powerful toolkit to help you maintain a smooth, optimized online store. If you want more perfect functions. You can try "Session Replay & Analytics Pro" Session Replay & Debug Analytics empowers Shopify store owners by capturing and analyzing customer sessions, offering advanced tools to identify and resolve website issues in real-time. Whether you want to understand customer behavior or debug website crashes, this app provides a powerful toolkit to help you maintain a smooth, optimized online store. If you want more perfect functions. You can try "Session Replay & Analytics Pro" more Session Replay & Heatmaps Advanced Debugging Tools Comprehensive Analytics Dashboard Product Performance Insights
Capture Customer Sessions and Live Sessions, Diagnose Issues, and Gain Actionable Insights! Session Replay & Debug Analytics empowers Shopify store owners by capturing and analyzing customer sessions and live sessions, offering advanced tools to identify and resolve website issues in real-time. Whether you want to understand customer behavior or debug website crashes, this app provides a powerful toolkit to help you maintain a smooth, optimized online store and perfect customer service If you want some simple functions. You can try "Session Replay & Analytics" Session Replay & Debug Analytics empowers Shopify store owners by capturing and analyzing customer sessions and live sessions, offering advanced tools to identify and resolve website issues in real-time. Whether you want to understand customer behavior or debug website crashes, this app provides a powerful toolkit to help you maintain a smooth, optimized online store and perfect customer service If you want some simple functions. You can try "Session Replay & Analytics" more Session Replay: Easily capture and replay your customer's interactions Live Session Monitoring: View live sessions as they happen! Remote Control for Live Assistance: Take control of the customer’s session Record Activity: Record and save customer activities on your store Live Call Support: Enable live calls directly within the session to communicate
Track activity on your site and engage users to improve the sales With ShinyStat you will be able to detect the activities on your ecommerce and with the marketing automation tools, already integrated into the platform, you will be able to increase sales on your site With ShinyStat you will be able to detect the activities on your ecommerce and with the marketing automation tools, already integrated into the platform, you will be able to increase sales on your site more Web Analytics Marketing Automation B2B
Analyze store & ad data across dozens of metrics. Find what's working and get tips for improvement. "Never interrupt your competitors when they're making mistakes" is great advice. But how can YOU do competitive research on your own store? The answer is ShopScore. ShopScore compares everything from your store performance to Facebook Ads and Google Ads data, giving you an easy-to-understand report of where you stand, what's working, and how to improve. Your competitors won't tell you that - but ShopScore will. ONLY AVAILABLE FOR STORES WITH OVER 100 MONTHLY ORDERS. "Never interrupt your competitors when they're making mistakes" is great advice. But how can YOU do competitive research on your own store? The answer is ShopScore. ShopScore compares everything from your store performance to Facebook Ads and Google Ads data, giving you an easy-to-understand report of where you stand, what's working, and how to improve. Your competitors won't tell you that - but ShopScore will. ONLY AVAILABLE FOR STORES WITH OVER 100 MONTHLY ORDERS. more See how your AOV and LTV or CLV stack up against the competition Benchmark your CPA and ROAS against other stores in your vertical Analyze your repeat customer ratio and repurchase frequency vs. your competitors Find the best way to split your budget between Facebook Ads & Google Ads Check the impact of increasing or decreasing your ad spend on your store revenue
Turn orders into customer archetypes, product profit views, and editable AI filters. Siftmo reads your Shopify order history and turns it into usable customer and product analytics. See AI-named customer archetypes, CLV, gross profit, AOV, repeat behavior, product margins, returns, discounts, and frequently bought together. Ask a question in plain English and get a real filter you can inspect, save, and export. Built for teams that need clear answers from their store data without building reports by hand. Siftmo reads your Shopify order history and turns it into usable customer and product analytics. See AI-named customer archetypes, CLV, gross profit, AOV, repeat behavior, product margins, returns, discounts, and frequently bought together. Ask a question in plain English and get a real filter you can inspect, save, and export. Built for teams that need clear answers from their store data without building reports by hand. more AI-named customer archetypes built from purchase behavior. CLV, gross profit, AOV, repeat purchase, and cohort reports. Product and variant views with margin, returns, discounts, and COGS. Plain-English questions become editable customer filters. Preset segments and CSV exports for customers, products, and orders.
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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.