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.
Loyalty analysis Shopify Apps
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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.
Never miss any Data with multiple Facebook pixel tracking including the conversion api iOS 14. Pixelio will let you track and sync multiple Facebook pixels. With no coding or technical knowledge involved. The app will install the fb pixel code (Meta pixel) exactly on your store, the more pixel events & data are collected, the better optimization for more conversions. FBtrack all your events in the backend to help you make the most of your ads across Facebook & Instagram. We integrate with all Shopify themes, so that you can never miss a single sale, even outside of Shopify. Pixelio will let you track and sync multiple Facebook pixels. With no coding or technical knowledge involved. The app will install the fb pixel code (Meta pixel) exactly on your store, the more pixel events & data are collected, the better optimization for more conversions. FBtrack all your events in the backend to help you make the most of your ads across Facebook & Instagram. We integrate with all Shopify themes, so that you can never miss a single sale, even outside of Shopify. more Add unlimited Meta and Facebook Pixels IDs as backups in order to track traffic Add & manage multiple pixel tracking data on your store in just one click, No-coding required, track all conversion events based on each individual product Track properly Apple devices trough the Conversion api of ios14 Add multiple FB Pixels as a backup for your business manager
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
The AI data platform for commerce. An AI Operator connects your data, answers questions and acts. Polar is the AI data platform for commerce. It brings Shopify, Amazon, Meta, Google, TikTok, Klaviyo and more into a warehouse you own, with profit, ROAS, CAC, LTV and inventory defined once. On top sits the AI Operator: An agent governs your data, answers questions with the definition behind each number, and monitors your store and ads (in Slack, Teams...). Once you approve, it acts, from shifting ad budgets and pausing sold-out ads to planning markdowns. Polar MCP works in Claude and ChatGPT. Polar is the AI data platform for commerce. It brings Shopify, Amazon, Meta, Google, TikTok, Klaviyo and more into a warehouse you own, with profit, ROAS, CAC, LTV and inventory defined once. On top sits the AI Operator: An agent governs your data, answers questions with the definition behind each number, and monitors your store and ads (in Slack, Teams...). Once you approve, it acts, from shifting ad budgets and pausing sold-out ads to planning markdowns. Polar MCP works in Claude and ChatGPT. more Track profit, contribution margin, LTV and cohorts by channel and product Track ROAS, MER and blended CAC across Meta, Google, TikTok and Amazon Find best-selling SKUs, spot stockouts early and plan inventory Ask questions in plain language and see the definition behind every number AI Operator in Slack that shifts ad budgets and pauses ads once you approve
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
Segmented, A/B-tested checkout optimization. Run with PDQ's team. Proven on 1B+ checkouts. PDQ runs your checkout like a CRO lab. Shoppers get segmented on 1,600+ signals (purchase history, cart size, location, channel, historical behavior). Each segment gets its own checkout, tested head-to-head: shipping rates, delivery promises, upsells, layouts. Winners stay live, losers go back to the drawing board. PDQ's team reviews your data, proposes the tests, and runs them once you approve. Install today, full checkout audit within 3 business days. PDQ runs your checkout like a CRO lab. Shoppers get segmented on 1,600+ signals (purchase history, cart size, location, channel, historical behavior). Each segment gets its own checkout, tested head-to-head: shipping rates, delivery promises, upsells, layouts. Winners stay live, losers go back to the drawing board. PDQ's team reviews your data, proposes the tests, and runs them once you approve. Install today, full checkout audit within 3 business days. more A/B test the full checkout, not just one widget, even entire themes Per-segment shipping rates, free shipping thresholds, and delivery dates Checkout extensions: upsells, gifts with purchase, trust badges, reviews AI insights: Ask MAXX, your AI helper with full performance data & benchmarks Branded tracking pages, order editing, and post-purchase upsells
Real-time profit analytics: know your true net profit after COGS, fees and ad spend, every day. Profitario is the automated profit analytics platform, profit tracker and profit calculator for Shopify. Connect your store, ad accounts and payment providers and see your true profit in real time. No spreadsheets. Track net profit, gross profit and profit margin for every order, product and channel after COGS, shipping, expenses, fees, sales tax and ad spend, all in one live profit and loss (P&L) dashboard. Follow ROAS and customer lifetime value (LTV), and know if you made money today. Profitario is the automated profit analytics platform, profit tracker and profit calculator for Shopify. Connect your store, ad accounts and payment providers and see your true profit in real time. No spreadsheets. Track net profit, gross profit and profit margin for every order, product and channel after COGS, shipping, expenses, fees, sales tax and ad spend, all in one live profit and loss (P&L) dashboard. Follow ROAS and customer lifetime value (LTV), and know if you made money today. more Auto-Sync Profit: Imports orders, ad & payment data - zero spreadsheets Real-Time Net Profit: Live P&L profit dashboard after COGS, sales tax & ad spend True Profit per Product: Net profit, gross profit & margin for every order Marketing ROI: ROAS, POAS & channel-level marketing attribution on ad spend Value & Reports: Customer lifetime value (LTV), cohort analysis & custom report
See why shoppers don't buy, then fix it with replays, heatmaps, surveys, checkout recording & AI Trusted by 8,000+ Shopify stores to recover lost sales with session recording. Watch live or recorded replays of real shoppers, including abandoned carts, and see exactly where they hesitate or get stuck. Replay abandoned checkouts on Shopify Plus, find ignored buttons with heatmaps, and ask why shoppers didn't buy with on-site surveys. AI insights flag conversion drops before they cost you revenue. Running ads? See which clicks are bots or competitors. No code needed, set up in minutes. Trusted by 8,000+ Shopify stores to recover lost sales with session recording. Watch live or recorded replays of real shoppers, including abandoned carts, and see exactly where they hesitate or get stuck. Replay abandoned checkouts on Shopify Plus, find ignored buttons with heatmaps, and ask why shoppers didn't buy with on-site surveys. AI insights flag conversion drops before they cost you revenue. Running ads? See which clicks are bots or competitors. No code needed, set up in minutes. more Watch live & recorded session replays to spot friction & cart abandonment Ask the AI Assistant what's costing you sales, without watching every replay Use heatmaps to spot ignored add-to-cart buttons, distractions & broken layouts Run on-site surveys to learn why shoppers didn't buy or abandoned checkout Spot bots & competitor clicks draining your ad spend, by IP and traffic source
Real-time monitoring that catches storefront breakage before your customers. Watch every shopper live — Online, Recent Orders, Live Carts, Abandoned, Products, UTM, Referrals. Customer Details drawer shows session timeline, errors, order line items, location, ASN, bot score. Real-time JS error tracking with paste-ready Claude AI fixes (root cause, file, before/after). Push recovers abandoned carts. Alerts: email, Slack, Discord, Teams. Watch every shopper live — Online, Recent Orders, Live Carts, Abandoned, Products, UTM, Referrals. Customer Details drawer shows session timeline, errors, order line items, location, ASN, bot score. Real-time JS error tracking with paste-ready Claude AI fixes (root cause, file, before/after). Push recovers abandoned carts. Alerts: email, Slack, Discord, Teams. more Live visitor dashboard — sessions, carts, orders, UTM, referrals Real-time JS error tracking with paste-ready Claude AI fixes (file + diff) Web push recovers abandoned carts Customer Details drawer — session timeline, errors, line items, ASN, bot score Alerts to email, Slack, Discord, Teams, webhook — errors, refunds, payments
Realtime analytics for your store. Track live visitors, carts and abandoned checkouts as they happen RealtimeStack shows you exactly what's happening in your store the moment it happens. Track every product view, search, cart addition, checkout and abandonment in real time — live data, not yesterday's reports. Explore customer activity in a 3D world view and live tables that update instantly. Spot broken links, catch out-of-stock demand, see where traffic comes from and measure ad campaigns as they run, before problems cost you sales. Built for merchants who want to see, not guess. RealtimeStack shows you exactly what's happening in your store the moment it happens. Track every product view, search, cart addition, checkout and abandonment in real time — live data, not yesterday's reports. Explore customer activity in a 3D world view and live tables that update instantly. Spot broken links, catch out-of-stock demand, see where traffic comes from and measure ad campaigns as they run, before problems cost you sales. Built for merchants who want to see, not guess. more Live feed of every customer action — views, searches, carts and checkouts Spot behaviour trends instantly with live, auto-updating data tables World map showing real-time locations of your active shoppers Track and measure the impact of your ad campaigns in real time and historically Instant visibility into bots, broken links and out-of-stock product demand
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
Custom reports & analytics for sales, inventory, orders & customers. Schedule, export & share. Report Toaster is a powerful reporting & 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 & 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 150+ 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
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
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.
Post-purchase surveys with AI insights. Track NPS & CSAT, run attribution, grow revenue. Scope is the post-purchase survey app that reads its own results. Its AI groups every open answer into themes, scores sentiment, tracks NPS & CSAT, ties "how did you hear about us?" attribution to real revenue — then sends a weekly plain-English summary of what changed and why. Works with Shopify Sidekick: ask about your survey data in the admin, combined with the rest of your shop data. Build surveys in minutes with the no-code drag-and-drop editor. Free to install. Scope is the post-purchase survey app that reads its own results. Its AI groups every open answer into themes, scores sentiment, tracks NPS & CSAT, ties "how did you hear about us?" attribution to real revenue — then sends a weekly plain-English summary of what changed and why. Works with Shopify Sidekick: ask about your survey data in the admin, combined with the rest of your shop data. Build surveys in minutes with the no-code drag-and-drop editor. Free to install. more AI survey insights - turn customer responses into clear, actionable answers Ask Sidekick - blend survey data with shop data and run deeper analysis AI Thematic analysis, Cohort analysis, LTV analysis Advanced customer segment targeting Use with Shopify Flow to connect with Klaviyo, Segment, HubSpot and many more!
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.
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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.