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
Cohort analysis Shopify Apps
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ProphetVision is the one stop shop for understanding profitability and turning insights into action. Prophet simplifies profit tracking and ad spend analysis for Shopify merchants. Our app uniquely combines financial data, ad performance, and actionable insights into a single, intuitive platform. Designed to be easy to use - even for Shopify beginners -Prophet makes understanding profitability and optimizing your business effortless. Say goodbye to complex spreadsheets and guesswork, and start making smarter decisions with confidence. Prophet simplifies profit tracking and ad spend analysis for Shopify merchants. Our app uniquely combines financial data, ad performance, and actionable insights into a single, intuitive platform. Designed to be easy to use - even for Shopify beginners -Prophet makes understanding profitability and optimizing your business effortless. Say goodbye to complex spreadsheets and guesswork, and start making smarter decisions with confidence. more Track profitability easily: All your key financial data in one intuitive place. Get actionable insights: Clear recommendations to optimize performance and ROI. Built for beginners: An intuitive interface designed for all Shopify stores.
Track NPS and customer feedback, analyze with AI, and take action in real-time to prevent churn. Omniconvert Pulse is an enterprise-level customer experience suite for merchants of all sizes, both online and offline. It enables building surveys and deploying them across websites, email, SMS, ads, mobile apps, and in-store. Feedback reports are segmented by channel, location, brand, and more. Alerts can trigger real-time responses to customer objections. NLP helps identify key issues, ensuring proactive management of customer feedback across all touchpoints. Omniconvert Pulse is an enterprise-level customer experience suite for merchants of all sizes, both online and offline. It enables building surveys and deploying them across websites, email, SMS, ads, mobile apps, and in-store. Feedback reports are segmented by channel, location, brand, and more. Alerts can trigger real-time responses to customer objections. NLP helps identify key issues, ensuring proactive management of customer feedback across all touchpoints. more Multichannel Surveys: Deploy surveys across web, email, SMS, apps, and in-store. Advanced Reporting: Segment feedback by channel, RFM, location, and more. Survey Builder: Easily create and customize surveys for various platforms. NLP Analysis: Use NLP to detect and monitor key customer issues. Proactive Feedback Management: Respond to feedback in real-time on touchpoints.
Feed Meta with high-quality events to decrease your Cost per Acquisition Identify MORE visitors or add to cart and get every single customer event. Send them efficiently to your media thanks to AI. Boost targeting & ROAS. Allow your media to drop CPA Facing stricter privacy standards, your advertising campaigns are underperforming due to a loss of essential data for targeting algorithms. We provide high-value customer data, including predictive-LTV. Our solution fit all major platforms (Meta, Google, TikTok, Klaviyo, etc.) and GTM. GDPR and adblockers compatible. Identify MORE visitors or add to cart and get every single customer event. Send them efficiently to your media thanks to AI. Boost targeting & ROAS. Allow your media to drop CPA Facing stricter privacy standards, your advertising campaigns are underperforming due to a loss of essential data for targeting algorithms. We provide high-value customer data, including predictive-LTV. Our solution fit all major platforms (Meta, Google, TikTok, Klaviyo, etc.) and GTM. GDPR and adblockers compatible. more Plug-and-play : install in minutes, not days Automatically send data to your media to improve targeting Increase revenues with better ads targeting
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
Build custom reports, automate reports & analytics, and reconcile data from key integrations easily Report Pundit is an advanced custom reports and analytics tool for your store. Generate custom reports & dashboards from 150 pre-built sales, payout, profit, customer, markets, POS, refund report, tax reports, inventory reports, fulfillment reports, financial reports, accounting reports & multi-currency. Refine with filters, calculated columns, custom metrics, & custom API fields. Pull data from metafields, tags, & line items. Export, schedule, & share to Excel, CSV, PDF, Slack, & Google Sheets. Report Pundit is an advanced custom reports and analytics tool for your store. Generate custom reports & dashboards from 150 pre-built sales, payout, profit, customer, markets, POS, refund report, tax reports, inventory reports, fulfillment reports, financial reports, accounting reports & multi-currency. Refine with filters, calculated columns, custom metrics, & custom API fields. Pull data from metafields, tags, & line items. Export, schedule, & share to Excel, CSV, PDF, Slack, & Google Sheets. more Better Reports & Advanced Reports: Automated custom email reports and save hours AI Insights & Analytics via MCP: Analyze Shopify data in Claude & ChatGPT Access data from tags, metafields, line-item properties & payout reconciliation Multi-Store Reports: Get one view of sales across stores, Markets & currencies Export, Automate & Email/Schedule Reports: Excel, CSV, PDF, Slack & Google Sheet
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!
Ask your store data anything. Get a table, chart, or ready-to-sync segment in seconds. Your store has the data. Segments AI Analyst gives you the answers. Getting insights used to mean exporting CSVs, wrestling with Excel, or asking a sidekick that can't quite answer. Segments AI Analyst is built on your store's full history — type a question like "Which products are bought together?" or "Who's about to churn?" and get a table, chart, or ready-to-sync segment in seconds. Push segments live to Klaviyo, Meta, Google & TikTok in one click. No SQL. No exports. Just answers. Your store has the data. Segments AI Analyst gives you the answers. Getting insights used to mean exporting CSVs, wrestling with Excel, or asking a sidekick that can't quite answer. Segments AI Analyst is built on your store's full history — type a question like "Which products are bought together?" or "Who's about to churn?" and get a table, chart, or ready-to-sync segment in seconds. Push segments live to Klaviyo, Meta, Google & TikTok in one click. No SQL. No exports. Just answers. more Stop exporting CSVs — ask any question, get a table, chart or segment in seconds Skip the filter builder — segments in plain English, synced to Klaviyo & Meta Stop waiting for insights — trends & at-risk customers surfaced before you ask Stop guessing what worked — campaign lift, repeat rates & product performance Your sidekick can't answer data questions — ours runs on your full store history
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.
AI-powered SEO audits, content, and rank tracking — built on real data, not guesswork. SEO Metriks audits every product, page, and collection for missing tags, thin content, and broken links, then shows a real SEO score calculated from your live store. Generate meta tags, image alt text, blog posts, and FAQs with AI, reviewed before publishing. Track keyword rankings daily, monitor competitors, and check whether AI assistants like ChatGPT and Gemini mention your store. Connect Google Search Console and Analytics to see real search and traffic data and much more. SEO Metriks audits every product, page, and collection for missing tags, thin content, and broken links, then shows a real SEO score calculated from your live store. Generate meta tags, image alt text, blog posts, and FAQs with AI, reviewed before publishing. Track keyword rankings daily, monitor competitors, and check whether AI assistants like ChatGPT and Gemini mention your store. Connect Google Search Console and Analytics to see real search and traffic data and much more. more Generate meta tags, alt text, blog posts, and FAQs with AI, reviewed by you Run a full SEO audit and get clear advice for fixing every issue Track your search rankings and monitor your competitors daily Find real keyword opportunities with actual search volume and difficulty See if ChatGPT, Gemini, and other AI assistants recommend your store
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
Profit analytics, calculator & tracker. Monitor key metrics, margins and real-time performance. Shopify shows revenue, Setpilot monitors your real profit. Sync your COGS, shipping, ads, and fees into our profit analytics, calculator & tracker. Get precise metrics on margins, net profit, and contribution margin breakdowns. Setpilot syncs Shopify sales and products to automate your unit economics and ROI tracking. See exactly where profit is made or lost with actionable business intelligence and customer segmentation—not just another dashboard. Shopify shows revenue, Setpilot monitors your real profit. Sync your COGS, shipping, ads, and fees into our profit analytics, calculator & tracker. Get precise metrics on margins, net profit, and contribution margin breakdowns. Setpilot syncs Shopify sales and products to automate your unit economics and ROI tracking. See exactly where profit is made or lost with actionable business intelligence and customer segmentation—not just another dashboard. more Profit analytics, calculator & tracker. Monitor real metrics and true margins. Sync COGS, shipping, ads and fees to automate your unit economics and ROI. Get precise metrics on net profit and contribution margin breakdowns. Understand your customer base — segment by profitability and loyalty. Actionable business intelligence — see exactly where profit is made or lost.
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.
See what returns and fit problems really cost your store. You can't fix what you can't measure. Most fashion stores know their return rate, but almost none know what's actually causing it, which products, which sizes, and what it's costing them. That's the part SizeMe shows you. Returns are one of the biggest hidden costs in online fashion, and most of them come down to fit: shoppers order the wrong size, or order two sizes and send one back. Your Shopify reports tell you that you have returns. SizeMe tells you why, where, and what it's costing you. You can't fix what you can't measure. Most fashion stores know their return rate, but almost none know what's actually causing it, which products, which sizes, and what it's costing them. That's the part SizeMe shows you. Returns are one of the biggest hidden costs in online fashion, and most of them come down to fit: shoppers order the wrong size, or order two sizes and send one back. Your Shopify reports tell you that you have returns. SizeMe tells you why, where, and what it's costing you. more See the cost of returns Spot the sizes losing you money Help shoppers pick the right size
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About Cohort analysis Apps for Shopify
Cohort 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 cohort 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 cohort analysis solutions available in the Shopify App Store. Each has been selected based on its functionality, user ratings, and overall value for Shopify merchants.