Easily connect your store to Microsoft Clarity in under two minutes. No coding required. Infinite Microsoft Clarity is a web analytics tool that helps you see what’s working on your site and where people get stuck. With features such as session recordings and heatmaps, you’ll gain a deeper understanding of how your users interact with your site, and get clear insights on how to improve your design to grow revenue and increase user retention.Track behavior data from traffic originating from Microsoft Shopping ads and monitor Bing UET tags for comprehensive behavior analytics. Infinite Microsoft Clarity is a web analytics tool that helps you see what’s working on your site and where people get stuck. With features such as session recordings and heatmaps, you’ll gain a deeper understanding of how your users interact with your site, and get clear insights on how to improve your design to grow revenue and increase user retention.Track behavior data from traffic originating from Microsoft Shopping ads and monitor Bing UET tags for comprehensive behavior analytics. more Session recordings allow you to examine user behavior as it happened Heatmaps show you where your users clicked/scrolled, and how they moved around Insights help you make data-driven decisions to streamline your design GDPR-compliant tracking support for secure data management Utilize Clarity to monitor custom and Smart Events through Bing UET tags
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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AI inventory management: forecast demand, plan reorders and purchase orders across every location. Inventory management & purchase orders Stocky alternative. Running out of stock costs sales. Overstocking ties up cash. Assisty fixes both. AI-powered inventory management for multi-location brands - forecast demand, calculate reorder points, automate purchase orders, stock take, inventory adjustment and transfer stock, and plan replenishment across every location and SKU. Know exactly what to reorder, when, and how much, so you stop guessing and start growing. Inventory management & purchase orders Stocky alternative. Running out of stock costs sales. Overstocking ties up cash. Assisty fixes both. AI-powered inventory management for multi-location brands - forecast demand, calculate reorder points, automate purchase orders, stock take, inventory adjustment and transfer stock, and plan replenishment across every location and SKU. Know exactly what to reorder, when, and how much, so you stop guessing and start growing. more Forecast Demand with AI – Predict sales, seasonality, and reorder needs Reorder Planning – Know your reorder point, what to restock & how much Purchase Orders – Auto-create, approve, track & receive across locations Stock Control – Count, adjust & transfer stock across every location The complete Stocky alternative - auto migration of suppliers & purchase orders
Get accurate attribution and CRO insights to scale your store profitably. Kendall is built for merchants who want to grow efficiently and track their progress all in one easy-to-use app. Via our first-party pixel, we help you accurately identify your true best performing ads and convert more website traffic into orders with detailed conversion rate reports. We also provide you with simple daily and historical KPI dashboards, daily alerts of new metric outliers, and our benchmarking reports which shows how your store stacks up against others. Kendall is built for merchants who want to grow efficiently and track their progress all in one easy-to-use app. Via our first-party pixel, we help you accurately identify your true best performing ads and convert more website traffic into orders with detailed conversion rate reports. We also provide you with simple daily and historical KPI dashboards, daily alerts of new metric outliers, and our benchmarking reports which shows how your store stacks up against others. more Accurate 1st-party attribution across all major ad platforms CRO reports by landing page, ad campaign, and traffic source Customizable dashboard with a library of 100 KPIs across sales, ads, and CRO Daily alerts for spikes or drops in key performance metrics P&L Reports, Benchmarks, LTV, Product Analytics, and more...
Klar is the eCommerce Attribution & Insights Platform to profitably scale your DTC business! Need total clarity over your performance? By seamlessly connecting all your daily data sources, Klar brings all your marketing, margins, and retention analytics together in one place. Klar uniquely combines Tracking & Attribution with full Business Controlling & Reporting, and its full, unified measurement solution uncovers what drives profit, so you can scale what works. Onboarded in minutes, not months, fully GDPR compliant, and ISO 27001 certified, with data hosted in the EU. Need total clarity over your performance? By seamlessly connecting all your daily data sources, Klar brings all your marketing, margins, and retention analytics together in one place. Klar uniquely combines Tracking & Attribution with full Business Controlling & Reporting, and its full, unified measurement solution uncovers what drives profit, so you can scale what works. Onboarded in minutes, not months, fully GDPR compliant, and ISO 27001 certified, with data hosted in the EU. more Multi-Touch Attribution - Get clarity on what drives your growth Unified Measurement incl. MMM - The Single Source of Marketing Truth Real-time Profitability - Know your true margins at a glance Creative Analysis - See what really makes your ads perform Retention KPIs & Cohorts, Influencer Performance, Industry Benchmarks
Unlock insights with post-purchase surveys for attribution, CRO, CX, product development, and more. KNO offers easy-to-use post-purchase surveys to gain attribution insights from customers. Features include targeted audiences, pre-built templates, benchmarking, and advanced attribution models to learn the revenue impact of channels, demographics, and purchase motivation. Use zero-party data to understand customer motivations and drive deeper engagement with survey actions. Our multi-question and attribution surveys provide comprehensive marketing and product feedback for informed decisions. KNO offers easy-to-use post-purchase surveys to gain attribution insights from customers. Features include targeted audiences, pre-built templates, benchmarking, and advanced attribution models to learn the revenue impact of channels, demographics, and purchase motivation. Use zero-party data to understand customer motivations and drive deeper engagement with survey actions. Our multi-question and attribution surveys provide comprehensive marketing and product feedback for informed decisions. more 5 min setup with 30+ full survey templates and dozens of pre-built questions. Use logic flows for in-depth analysis and actions to boost customer engagement. Attribution reports & analyses to better understand ad performance. Target surveys to customer segments with data filters for better analysis. Integrates with top platforms and offers data dispersion via REST API.
Turn Customer Data into Sales with Predictive Segments & AI-Powered Insights Kuma helps DTC brands & agencies quickly uncover data-driven insights to improve retention & ROAS. Identify high-LTV buyers, churn risks, & build lookalike audiences with no complex setup. Use AI to predict what customers will buy next, build segments from past purchases, & identify at-risk segments to avoid churn. Sync directly to Klaviyo, Meta Ads, Google, TikTok & more. Perfect for high-traffic stores or agencies running high-volume ad programs that need results without deep analytics work. Kuma helps DTC brands & agencies quickly uncover data-driven insights to improve retention & ROAS. Identify high-LTV buyers, churn risks, & build lookalike audiences with no complex setup. Use AI to predict what customers will buy next, build segments from past purchases, & identify at-risk segments to avoid churn. Sync directly to Klaviyo, Meta Ads, Google, TikTok & more. Perfect for high-traffic stores or agencies running high-volume ad programs that need results without deep analytics work. more Easy Integration: Sync audiences to Meta, TikTok & Google ads, Klaviyo & more Predictive LTV Audiences: Build audiences off past purchases Audience Discovery: Discover key customer segments using AI automatically Audience Automation: No more manually exporting and importing CSV files Segment Analytics: Uncover trends, build segments, & improve retention
LayerFive turbo charges Klaviyo and Meta ROI and delivers accurate attribution. LayerFive improves visitor recognition on your site to increase retargeting audience and digital marketing ROI. LayerFive's innovative identity resolution detects more visitors and links data from the various platforms you use (email marketing, customer service, etc.), allowing for better personalization and bigger reach across email, SMS, and social. Grow your e-commerce with: Larger email segments within Klaviyo Improved Meta ROAS and retargeting performance Full customer journey visibility LayerFive improves visitor recognition on your site to increase retargeting audience and digital marketing ROI. LayerFive's innovative identity resolution detects more visitors and links data from the various platforms you use (email marketing, customer service, etc.), allowing for better personalization and bigger reach across email, SMS, and social. Grow your e-commerce with: Larger email segments within Klaviyo Improved Meta ROAS and retargeting performance Full customer journey visibility more Significantly improve ROI from Klaviyo Flows. Improve Meta ROAS with Meta Conversion API and custom audiences Multi-touch marketing attribution and customer journey insight to improve growth
Boost profit, marketing ROI & lifetime value (LTV) with real-time insights from AI Agents. Lebesgue: AI Marketing & LTV scans your store analytics, Meta ads, and Google ads to detect mistakes in your advertising strategy. It combines your data, competitors' data, and marketing trends to find growth opportunities. Alongside your store and advertising analytics, get AI Visibility insights to see how AI engines see your brand, which prompts you appear for, and which competitors they recommend. Find industry benchmarks, request MMM reports, and analyze LTV, retention, and P&L. Lebesgue: AI Marketing & LTV scans your store analytics, Meta ads, and Google ads to detect mistakes in your advertising strategy. It combines your data, competitors' data, and marketing trends to find growth opportunities. Alongside your store and advertising analytics, get AI Visibility insights to see how AI engines see your brand, which prompts you appear for, and which competitors they recommend. Find industry benchmarks, request MMM reports, and analyze LTV, retention, and P&L. more Fix mistakes on Google, TikTok and Facebook Ads that hurt your marketing profit Analyze Customer Lifetime Value (LTV) and cohort by product, state or count Improve AI visibility across LLMs with GEO & AIO insights and recommendations Get notified on out of stock, track inventory, and impact your ads CR,MER & ROI Track competitors' ads, emails, AI recommendations & industry benchmarks
Track Profit & Loss with custom reports & analytics, customer cohort reporting to CAC and LTV. Lifetimely gives CPG brands true profit, LTV & customer insights with advanced reports built for better analytics decisions. Track profit, lifetime value, marketing and product analytics, and understand customer behavior fast. Automated acquisition and retention reporting dashboards with integrations, and customizable analytics make it easy to see what drives growth and scale profitably. Unify your store and marketing data into automated Profit & Loss, CAC, LTV reports, and AI analytics insights Lifetimely gives CPG brands true profit, LTV & customer insights with advanced reports built for better analytics decisions. Track profit, lifetime value, marketing and product analytics, and understand customer behavior fast. Automated acquisition and retention reporting dashboards with integrations, and customizable analytics make it easy to see what drives growth and scale profitably. Unify your store and marketing data into automated Profit & Loss, CAC, LTV reports, and AI analytics insights more Custom Reports: Custom dashboard analytics with marketing & net profit metrics P&L: Real-time profit & loss reports + sales forecasting reports(Shopify+Amazon) LTV insights: Track lifetime value by segment and use profit analytics to grow Cohort Reports: Understand CAC, revenue, and profit trend by segment and channel Product Reporting: Track new customers, products journeys by LTV and analytics
Turn payouts into accurate, bank-matched accounting in Xero or QuickBooks Link My Books imports Shopify payouts into Xero or QuickBooks and posts clean, bank-matched entries. It accurately breaks down sales, refunds, fees, taxes, and payment gateways such as PayPal, Klarna, and Clearpay. Built-in financial analytics and industry benchmarking help merchants understand performance across channels. Support includes accountants with ecommerce expertise to assist setup and questions. Link My Books imports Shopify payouts into Xero or QuickBooks and posts clean, bank-matched entries. It accurately breaks down sales, refunds, fees, taxes, and payment gateways such as PayPal, Klarna, and Clearpay. Built-in financial analytics and industry benchmarking help merchants understand performance across channels. Support includes accountants with ecommerce expertise to assist setup and questions. more Reconcile Shopify payouts directly to bank deposits Supports all gateways including PayPal, Klarna, Clearpay Break down sales, refunds, fees, and taxes Financial analytics and industry benchmarking Dedicated support from qualified accountants
Create shortened, trackable links in one click. Get insights on what campaigns are converting. Why use LinkTrack? Let’s say you are working with a social media influencer. They advertise your product and send people to your site to make a purchase. How are you going to track the sales? With LinkTrack! Just create a link and give it to the influencer to use. Every time a sale comes in, you will know exactly where it came from. We make it easy to create trackable links for all marketing campaigns and display real-time analytics about that link, such as clicks, orders, and revenue. Why use LinkTrack? Let’s say you are working with a social media influencer. They advertise your product and send people to your site to make a purchase. How are you going to track the sales? With LinkTrack! Just create a link and give it to the influencer to use. Every time a sale comes in, you will know exactly where it came from. We make it easy to create trackable links for all marketing campaigns and display real-time analytics about that link, such as clicks, orders, and revenue. more Create and start using trackable links in seconds. Get real-time data to know what campaigns are working. Shorten links with one click to make them pretty and build trust.
Enhance sales with LiveSession: Insights into customer behavior for success. Maximize your sales and improve conversion rates with LiveSession. Ideal for any merchant aiming to enhance their online store's performance, LiveSession provides actionable insights into customer behavior. Discover how users interact with your site, identify pain points, and optimize the shopping experience to drive growth. Whether you're looking to improve user engagement or streamline the purchase process, LiveSession equips you with the tools to succeed in today's competitive market. Maximize your sales and improve conversion rates with LiveSession. Ideal for any merchant aiming to enhance their online store's performance, LiveSession provides actionable insights into customer behavior. Discover how users interact with your site, identify pain points, and optimize the shopping experience to drive growth. Whether you're looking to improve user engagement or streamline the purchase process, LiveSession equips you with the tools to succeed in today's competitive market. more Session Replay: Detect user frustrations, enhance UX and find bugs. Funnels: Identify checkout drop-offs to enhance conversions and sales. Dashboards: Spot abandoned carts, top channels, and more to know users behavior. Heatmaps: See what interests people most in your store and enhance engagement. Event Tracking: Track store events, orders, and shopping carts.
Locad helps e-commerce brands store, pack, and ship orders across APAC, the Middle East, and the US Locad is an end-to-end fulfillment solution for e-commerce brands selling across D2C, marketplaces, and retail. Get unified inventory visibility across Shopify and 15+ sales channels, so you can reduce stockouts and overstocking. With 25+ warehouses and a global network of last-mile partners, Locad helps you store closer to customers, ship faster, and manage peak-season spikes. Locad also supports cross-border growth with IOR/SOR and regional operations support. Locad is an end-to-end fulfillment solution for e-commerce brands selling across D2C, marketplaces, and retail. Get unified inventory visibility across Shopify and 15+ sales channels, so you can reduce stockouts and overstocking. With 25+ warehouses and a global network of last-mile partners, Locad helps you store closer to customers, ship faster, and manage peak-season spikes. Locad also supports cross-border growth with IOR/SOR and regional operations support. more Unified inventory pool across D2C, marketplaces, social commerce and retail Multi-carrier shipping through 50+ global last-mile partners Same-day and next-day delivery options with >99% on time dispatch Marketplace SLA tracking, analytics, and reporting to help brands stay compliant Branded packaging for a custom post-purchase experience
Avoid stockouts with AI forecasts, smart PO planning, supplier management, and restock reminders. Never miss a sale due to stock shortages. Logistified monitors Shopify inventory in real time and forecasts out-of-stock dates and reorder quantities with advanced demand models or classic Min/Max stock levels. Streamline purchasing with MOQ/pack-size validation, multi-supplier lead times, transfer orders, stock takes and RMAs, plus barcode scanning and label printing for receiving. Add Bill of Materials via Assemblified for raw material forecasting. Designed to make moving on from Stocky easy. Never miss a sale due to stock shortages. Logistified monitors Shopify inventory in real time and forecasts out-of-stock dates and reorder quantities with advanced demand models or classic Min/Max stock levels. Streamline purchasing with MOQ/pack-size validation, multi-supplier lead times, transfer orders, stock takes and RMAs, plus barcode scanning and label printing for receiving. Add Bill of Materials via Assemblified for raw material forecasting. Designed to make moving on from Stocky easy. more Forecast stock-outs & reorder quantities with season-aware AI from full history Customizable tables with saved views, email reports & rule-based stock alerts Manage purchase & transfer orders with MOQ, pack sizes & supplier lead times Auto-send PO as PDF/XLSX/CSV, barcode scanning & label printing at receiving Bill of Materials support via Assemblified for raw material forecasting
AI-powered session replay and analytics to improve checkout rates and understand customer behavior LogRocket helps you see exactly how customers navigate your Shopify store, especially during checkout. Understand not just what they do, but why—so you can fix issues, reduce friction, and improve conversions. Get clear, actionable insights to create a smoother shopping experience while keeping customer data secure. LogRocket helps you see exactly how customers navigate your Shopify store, especially during checkout. Understand not just what they do, but why—so you can fix issues, reduce friction, and improve conversions. Get clear, actionable insights to create a smoother shopping experience while keeping customer data secure. more Session replay shows the complete buying experience, just as customers saw it AI Highlights summarize groups of sessions, identifying behavior patterns Funnels track conversion, lost revenue, and explain why customers dropped off Issues identify where customers run into problems, before revenue is impacted Path analysis and heatmaps visualize how customers move through your storefront
Add a 'How did you hear about us?' survey to your order status page for better attribution analytics Build a complete picture of attribution and understand exactly where/who each order is coming from. Using pixels alone for marketing attribution is only telling half-truths. Fill in the gaps with analytics fuelled by ground truth—your customers. With HDYHAU post-purchase attribution surveys, you can confidently invest in hard-to-track channels like TikTok, Facebook, Instagram and influencer marketing. Build a complete picture of attribution and understand exactly where/who each order is coming from. Using pixels alone for marketing attribution is only telling half-truths. Fill in the gaps with analytics fuelled by ground truth—your customers. With HDYHAU post-purchase attribution surveys, you can confidently invest in hard-to-track channels like TikTok, Facebook, Instagram and influencer marketing. more Start with our pre-built attribution survey or add your own questions like NPS Compatible with Shopify's Order Status & Thank You Page Checkout Extensions View results against order value to uncover the most valuable channels Use your data anywhere, incl. Shopify Flows, Klaviyo, Google Analytics & Sheets
Segment and target your most valuable customers. Improve retention via tailored email campaigns. Use this powerful tool to segment your customers based on recency, frequency, and monetary data. Automatically tag customers and integrate with Klaviyo to create targeted marketing campaigns and personalized experiences that increase customer loyalty and drive sales. This app makes it easy to grow your business by targeting the right customers with the right messaging. Try it out and see the results for yourself. Use this powerful tool to segment your customers based on recency, frequency, and monetary data. Automatically tag customers and integrate with Klaviyo to create targeted marketing campaigns and personalized experiences that increase customer loyalty and drive sales. This app makes it easy to grow your business by targeting the right customers with the right messaging. Try it out and see the results for yourself. more Customer Segmentation – Segment customers by their loyalty Store Analytics – Monitor your customer lifetime value and retention rate Automatic Customer Tagging – Directly in Shopify Weekly Email Summary – See how your customer base and retention changed weekly Integrations – Sync segments into your email marketing tools like Klaviyo
Spot friction, fix cart abandonment, and ask Sidekick for AI-powered store insights. Lucky Orange helps merchants understand why visitors leave without buying. Session recordings and heatmaps show where shoppers click, scroll and get stuck. Cart abandonment and checkout tracking reveal where the buying journey breaks down, and funnels follow visitors from browsing to purchase. Merchants can ask Shopify Sidekick a plain-language question about store performance and get an answer from their own visitor and sales data. Surveys let merchants ask visitors what's holding them back. Lucky Orange helps merchants understand why visitors leave without buying. Session recordings and heatmaps show where shoppers click, scroll and get stuck. Cart abandonment and checkout tracking reveal where the buying journey breaks down, and funnels follow visitors from browsing to purchase. Merchants can ask Shopify Sidekick a plain-language question about store performance and get an answer from their own visitor and sales data. Surveys let merchants ask visitors what's holding them back. more Watch session recordings and heatmaps to see where shoppers get stuck. Track cart abandonment and checkout drop-off by product and step. Ask Shopify Sidekick for instant answers on traffic, conversions, and checkout. Follow every step from browsing to purchase with conversion funnels. Ask visitors directly what's stopping them from buying with surveys.
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
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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.