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
Loyalty analysis Shopify Apps
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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
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
Customer Analytics App – Track Customer Behavior, LTV & Boost Sales Get actionable insights to grow your Shopify store! MetricsNavigator is an analytics tool designed for Shopify merchants. Easily track customer behavior, lifetime value (LTV), and store performance to make smarter decisions. Get actionable insights to grow your Shopify store! MetricsNavigator is an analytics tool designed for Shopify merchants. Easily track customer behavior, lifetime value (LTV), and store performance to make smarter decisions. more Use Advanced LTV Calculator – See how much each customer is worth over time. Track Revenue & Retention – Understand how customers spend and return. Improve Marketing – Make better marketing choices with data-driven insights. Segment Customers – Group customers by their behavior and purchase patterns. Monitor Key Metrics – Keep track of vital store performance numbers.
Optimize Your Store Conversions with AI Assistant, Analytics, Session Replays & Heatmaps All eyes on your customers to see that reason. With live recording and session replay powered by advanced filters, MIDA lets you follow each shopper's journey from the first click to checkout, seeing exactly where they click, scroll, hesitate, and drop off. Multilingual AI Assistant surfaces key insights and suggests what to fix instantly. Conversion heatmaps reveal what drives purchases. Running ads? Block bots to keeps data clean and Improve ad performance with real visitor behavior insights. All eyes on your customers to see that reason. With live recording and session replay powered by advanced filters, MIDA lets you follow each shopper's journey from the first click to checkout, seeing exactly where they click, scroll, hesitate, and drop off. Multilingual AI Assistant surfaces key insights and suggests what to fix instantly. Conversion heatmaps reveal what drives purchases. Running ads? Block bots to keeps data clean and Improve ad performance with real visitor behavior insights. more Live session recording and checkout record to see exactly where users abandon Multilingual AI assistant delivers insights and analytics to fix friction fast. Visualize real-time + revenue click heatmaps to see what drives clicks and sales Conversion map shows what elements drive sales and boost store conversions Analytics uncover bounce page, checkout funnel and spot bots to keeps data clean
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
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.
Weekly marketing content that costs less than agencies, ships faster, and gets sharper over time. Needle replaces your marketing agency with a system that learns your brand. Connect your store and marketing tools, and Needle analyzes your products, customers, and past performance to generate campaign ideas. Human strategists and AI then produce weekly creative Meta ads, email campaigns, Instagram Reels etc.) tailored to your brand voice. You approve everything before it goes live. Each campaign feeds back into the system, so your content improves over time. No retainers. No long contracts. Needle replaces your marketing agency with a system that learns your brand. Connect your store and marketing tools, and Needle analyzes your products, customers, and past performance to generate campaign ideas. Human strategists and AI then produce weekly creative Meta ads, email campaigns, Instagram Reels etc.) tailored to your brand voice. You approve everything before it goes live. Each campaign feeds back into the system, so your content improves over time. No retainers. No long contracts. more Connect Shopify, Meta, and Klaviyo etc. Needle learns what converts for you Weekly ads, emails, and social content created from your store and brand data Human strategists review and polish every asset before you to approve Campaigns improve each week based on real performance from your store
The easiest way to organize & distribute your shop's data. Organize your store's KPIs into Views. Distribute the data on your preferred schedule over Email or Slack. Optim Trends ties into your shop's analytics to give instant access to your data. No extra data warehouses, no imports necessary. Take your existing reports and import them into Optim Trends with a few clicks. Load up Views KPIs with our pre built Data Packs to get insights from popular third parties and channels across the ecosystem. Organize your store's KPIs into Views. Distribute the data on your preferred schedule over Email or Slack. Optim Trends ties into your shop's analytics to give instant access to your data. No extra data warehouses, no imports necessary. Take your existing reports and import them into Optim Trends with a few clicks. Load up Views KPIs with our pre built Data Packs to get insights from popular third parties and channels across the ecosystem. more Import custom KPIs using the native ShopifyQL from Analytics. Create unlimited Views to organize your KPIs. Set timely notifications to report on KPIs over Slack and Email.
Analyze consumer purchasing behavior to bring high profits. As an e-commerce operator, are you facing rising ad costs, declining traffic, relying solely on loyalty cards, or planning marketing by intuition? In the big data era, precise segmentation is essential. ORCA analyzes customer behavior, building LRFM models and segments. It calculates key metrics and finds the best product bundling, high-value customers, and conversion opportunities. Combined with ORCA MA+, use first-party data for personalized marketing, delivering timely, relevant content. As an e-commerce operator, are you facing rising ad costs, declining traffic, relying solely on loyalty cards, or planning marketing by intuition? In the big data era, precise segmentation is essential. ORCA analyzes customer behavior, building LRFM models and segments. It calculates key metrics and finds the best product bundling, high-value customers, and conversion opportunities. Combined with ORCA MA+, use first-party data for personalized marketing, delivering timely, relevant content. more Market Summary: View LRFM and behavior metrics such as penetration rate and AOV. Overlapping:Analyze sales of two products to plan bundling marketing activities. Switching: Compare churn and retention rates to inform product development plans Relative: Suggest relevant products to customers using product group correlation Leverage first-party data to send the right message at the right time.
All your data in one analytics platform. Export, report, analyze, and explore your data. Try it now. Connect all your sources of data together to understand how to grow your profit. Analyze multiple stores, marketing channels, and more like Amazon, Etsy and more. See how your Google Ads or Facebook Ads are performing on ROAS. Analyze your UPS labels or ShipStation costs. Connect your Stripe, Braintree, or PayPal accounts so you can analyze gateway fees and understand Gross Margin % or Profit. Get your Ecommerce Dashboard setup & working for your business! Connect all your sources of data together to understand how to grow your profit. Analyze multiple stores, marketing channels, and more like Amazon, Etsy and more. See how your Google Ads or Facebook Ads are performing on ROAS. Analyze your UPS labels or ShipStation costs. Connect your Stripe, Braintree, or PayPal accounts so you can analyze gateway fees and understand Gross Margin % or Profit. Get your Ecommerce Dashboard setup & working for your business! more Unlock your data and access mission critical information to grow your business. Export your date and integrate it with other mission critical services. Analyze your business, products, customers, and get your team on the same page. Share and export your reports to PDF, Excel, CSV, Google Sheets. Scheduled reports are automatically sent via email or to Google Sheets.
DTC metrics: Customer Lifetime Value (LTV), retention & subscription growth insights for more profit Transform raw data from Shopify, subscription, and marketing channels into clear growth plans. Brand or agency, Peel saves time, effort, and dollars blindly spent on chasing repeat purchases. With dozens of ready-made templates and 150+ metrics, stay on top of LTV, AOV, churn, and cohort trends with the best retention analytics platform for long-term profitability. Enrich Klaviyo flows & Meta ads, automate daily updates to Slack/Email, and stay on top of retention & subscription analytics. Transform raw data from Shopify, subscription, and marketing channels into clear growth plans. Brand or agency, Peel saves time, effort, and dollars blindly spent on chasing repeat purchases. With dozens of ready-made templates and 150+ metrics, stay on top of LTV, AOV, churn, and cohort trends with the best retention analytics platform for long-term profitability. Enrich Klaviyo flows & Meta ads, automate daily updates to Slack/Email, and stay on top of retention & subscription analytics. more Retention Analytics: Track repurchase rate, churn, get daily slack/email digests Subscription Analytics: Turn shoppers into subscribers, build loyalty, scale LTV RFM & Audiences: Hyper-target customer segments, export to Klaviyo and Meta Product Analytics: SKU-level insights, product bundles, customer journeys Custom Metrics & Consulting: 1:1 strategy calls, tailored reports & dashboards
Easily see your Sales by State report. Report sales by state for calculating sales tax. "Report Sales by State" allows merchants to easily generate detailed sales reports for each USA state. This app provides an easy-to-use interface where merchants can quickly see their total sales by state, as well as the number of orders in each state. With the help of this powerful data analysis app, merchants can focus on the states that have more potential in bringing them more sales and revenue. Merchants can also estimate sales tax per state. "Report Sales by State" allows merchants to easily generate detailed sales reports for each USA state. This app provides an easy-to-use interface where merchants can quickly see their total sales by state, as well as the number of orders in each state. With the help of this powerful data analysis app, merchants can focus on the states that have more potential in bringing them more sales and revenue. Merchants can also estimate sales tax per state. more Easily see a snapshot of all your sales by U.S. state. Easily sort U.S. states by the most number of orders. Easily sort U.S. states by the most amount of sales. Custom feature requests welcomed! Fast support in 1-2 hours if not 24hrs.
Effortlessly track profit and loss, growth channels, customer LTV and behavior all-in-one app. Pliable equips consumer brands with insights and reports for critical business decisions to scale growth. Track sales across platforms, profit, calculate precise lifetime value (LTV) and marketing analytics, and identify patterns in customer purchase behavior. Comprehensive integrations pull the metrics that matter into one app, with an automated P&L dashboard, ad spend and revenue attribution, shareable email reports, CAC payback tools, and industry-leading cohort analysis. Pliable equips consumer brands with insights and reports for critical business decisions to scale growth. Track sales across platforms, profit, calculate precise lifetime value (LTV) and marketing analytics, and identify patterns in customer purchase behavior. Comprehensive integrations pull the metrics that matter into one app, with an automated P&L dashboard, ad spend and revenue attribution, shareable email reports, CAC payback tools, and industry-leading cohort analysis. more P&L- Make decisions with key metrics on one real-time dashboard (Shopify+Amazon) LTV insights- Measure CLTV for audience segments for long term growth Channel Analytics - Attribution overview, anomaly detection, campaign drill down Product Analytics- Analyze product trends across marketplaces and by category. Campaign Analysis- see CAC & Revenue trends for channel and audience segments
A multichannel AI 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 even grows your revenue by recovering Klaviyo’s missed store abandoners, enriching ads for better ROAS with server-side attribution, and 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 even grows your revenue by recovering Klaviyo’s missed store abandoners, enriching ads for better ROAS with server-side attribution, and 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
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
True Marketing Attribution, Ad Intelligence & Anomaly Detection powered by D2C Semantic Layer Your AI-powered marketing analyst that never sleeps. Stop reconciling conflicting numbers from different platforms (Meta, Google, etc), and Shopify. Get true multi-touch attribution powered by D2C context. Know which campaigns drive real revenue and why. AI agents automatically detects drops/spikes, diagnoses root causes, and optimizes ad spend in seconds. Your AI-powered marketing analyst that never sleeps. Stop reconciling conflicting numbers from different platforms (Meta, Google, etc), and Shopify. Get true multi-touch attribution powered by D2C context. Know which campaigns drive real revenue and why. AI agents automatically detects drops/spikes, diagnoses root causes, and optimizes ad spend in seconds. more Find Why Performance Drops in Seconds with AI Root Cause Analysis Creative Intelligence That Shows What Works and Why Auto-Optimize Ad Budgets Based on Actual Profit Impact True Multi-Touch Attribution with D2C Context Unified Marketing Dashboard with Business Context
Stop losing sales to hidden issues: AI, replays, heatmaps & surveys optimize conversions fast Trusted by 7,000+ Shopify stores to recover lost sales with session recording. Propel Replay shows you where shoppers abandon cart so you can fix the friction costing you sales. Watch session recordings, understand replays with AI, use heatmaps to spot ignored buttons, and run surveys to learn why shoppers didn't buy. Running ads? Identify bots and competitors draining your budget. AI insights flag conversion drops before they hurt revenue. CRO from real customer behavior. Installs in minutes. Trusted by 7,000+ Shopify stores to recover lost sales with session recording. Propel Replay shows you where shoppers abandon cart so you can fix the friction costing you sales. Watch session recordings, understand replays with AI, use heatmaps to spot ignored buttons, and run surveys to learn why shoppers didn't buy. Running ads? Identify bots and competitors draining your budget. AI insights flag conversion drops before they hurt revenue. CRO from real customer behavior. Installs in minutes. more Watch LIVE & recorded session replays to spot friction & cart abandonment AI analyzes your replays so you can fix what's broken and optimize conversions. Use heatmaps to spot ignored add-to-cart buttons, distractions & broken layouts Run on-site surveys to learn the real reason shoppers didn't buy Spot bots & competitor clicks draining your ad spend with IP & traffic source
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
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About Loyalty analysis Apps for Shopify
Loyalty 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 loyalty 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 loyalty analysis solutions available in the Shopify App Store. Each has been selected based on its functionality, user ratings, and overall value for Shopify merchants.