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
Cohort analysis Shopify Apps
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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
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.
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
LTV & Retention Analytics Are you fully utilizing your store's data? Do you know your customers' true lifetime value and how to leverage it for acquisition optimization? Which products are best at retaining customers? Are you tracking loyal, promising, and other customer segments to boost repeat purchases? Are you fully utilizing your store's data? Do you know your customers' true lifetime value and how to leverage it for acquisition optimization? Which products are best at retaining customers? Are you tracking loyal, promising, and other customer segments to boost repeat purchases? more Optimize marketing spend by focusing on high-value customers Forecast future revenue based on customer behavior Improve product recommendations by understanding customer preferences Improve promo planning by understanding the performance of past promos
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.
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
Find your strongest markets on an order map so you can focus your next marketing campaign. Choosing where to market shouldn't mean guessing. Map My Orders puts your orders and revenue on a map so you can spot strong markets and decide where to focus next. Choose a date range, explore sales by state/province or postal code, and open a location to see order totals and revenue. Filter by minimum order value to narrow your view. You can also show shoppers where your customers are with an embedded live order map. Install Map My Orders and explore your sales by location. Choosing where to market shouldn't mean guessing. Map My Orders puts your orders and revenue on a map so you can spot strong markets and decide where to focus next. Choose a date range, explore sales by state/province or postal code, and open a location to see order totals and revenue. Filter by minimum order value to narrow your view. You can also show shoppers where your customers are with an embedded live order map. Install Map My Orders and explore your sales by location. more Find strong markets with an order map by postal code or state/province Choose a date range to explore where your recent sales came from See revenue, order counts and average order value for each location Focus on larger purchases with a minimum order value filter Show shoppers your customer reach with a live order map on your store
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
meerkat analytics gives you deep insights into your customer base using AI. In real time. Meerkat Analytics offers easy UTM tracking, customer demographic insights, and clear data for informed decisions, making it simpler for Shopify merchants to understand sales and customer behavior. Perfect for anyone looking to optimize their store's performance with actionable insights. Meerkat Analytics offers easy UTM tracking, customer demographic insights, and clear data for informed decisions, making it simpler for Shopify merchants to understand sales and customer behavior. Perfect for anyone looking to optimize their store's performance with actionable insights. more Track sales origins with easy UTM tracking. Unlock customer insights by demographics using AI. 24+ interactive Reports
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 Brand Agents, Analytics, Session Replays & Heatmaps Microsoft Clarity gives you a clear view of how shoppers browse, decide, and buy—revealing friction, drop‑offs, and missed opportunities across your store. Powered by Clarity behavioral signals, Brand Agents are AI shopping assistants that engage shoppers at the right moment and guide them from discovery to purchase in your brand’s voice, directly on your website—helping shoppers decide faster and convert with confidence. Microsoft Clarity gives you a clear view of how shoppers browse, decide, and buy—revealing friction, drop‑offs, and missed opportunities across your store. Powered by Clarity behavioral signals, Brand Agents are AI shopping assistants that engage shoppers at the right moment and guide them from discovery to purchase in your brand’s voice, directly on your website—helping shoppers decide faster and convert with confidence. more AI-Driven Insights: Detect behavior patterns and take action to improve revenue Replays & Heatmaps: Watch recordings of how visitors interact with your store Smart Events & Conversion Funnels: Identify drop-off points, recover lost sales Seamless & Secure: GDPR and CCPA compliant with built‑in consent and secure data Brand Agents: Guide shoppers to conversion with conversational insights
See What's Costing You Sales — Then Fix It with Session Replays, Heatmaps & AI Every abandoned cart has a reason — MIDA shows you exactly what it is. Watch real shopper journeys from first click to checkout with live recording, replays & filters, and see where they hesitate and drop off. A multilingual AI Assistant reads every session and tells you what to fix first. Revenue heatmaps reveal which clicks make money; conversion maps show what truly sells. Running ads? MIDA blocks bots and flags errors, dead searches & funnel drop-offs before they cost you sales. Every abandoned cart has a reason — MIDA shows you exactly what it is. Watch real shopper journeys from first click to checkout with live recording, replays & filters, and see where they hesitate and drop off. A multilingual AI Assistant reads every session and tells you what to fix first. Revenue heatmaps reveal which clicks make money; conversion maps show what truly sells. Running ads? MIDA blocks bots and flags errors, dead searches & funnel drop-offs before they cost you sales. more Session Recording: Watch sessions & checkout to spot where users drop off Dynamic Heatmaps: View live on-site, including hidden elements Revenue Clicks: See which elements make money & which waste space Search & Error Insights: See what blocks customers from buying & improving AI Assistant: Turn visitor behavior into actionable insights to improve revenue
Tell us the report you need. Our team builds it for you, free, and sends it to your inbox. Mipler is a store analytics & reporting app. Build custom reports from orders, products, inventory, line item properties, metafields and tags. Get inventory reports, tax reports, payout reports, refund reports, discount reports, VAT, COGS and profit reports in minutes. Report by delivery date, tag groups or subscription day counts. Send scheduled email reports as Excel or PDF reports to any inbox, no Shopify admin access needed. Export data to Google Sheets. Connect Claude or ChatGPT via MCP. Mipler is a store analytics & reporting app. Build custom reports from orders, products, inventory, line item properties, metafields and tags. Get inventory reports, tax reports, payout reports, refund reports, discount reports, VAT, COGS and profit reports in minutes. Report by delivery date, tag groups or subscription day counts. Send scheduled email reports as Excel or PDF reports to any inbox, no Shopify admin access needed. Export data to Google Sheets. Connect Claude or ChatGPT via MCP. more Custom reports & analytics dashboards from orders, products, tags & metafields Financial, accounting & fulfillment reports: COGS, tax, payouts, transactions Scheduled reports in Excel & PDF to any inbox. No Shopify admin needed Share order reports & product reports via secure links, no Shopify admin needed AI analytics powered by Claude. Ask questions about your store in your language
Integrate with Mixpanel in one simple, no-code step! Built to unlock your shop's full potential! Built and maintained by FiveThrive. Name and logo used with permission. Unlock your store's full potential with this seamless Mixpanel analytics integration that transforms months of complex data implementation into a single step, no-code, plug-n-play setup! Mixpanel provides rich insights into marketing attribution, user behaviors across web & mobile, and post-purchase analytics. Powerful data-driven tools to optimize your store's performance, enhance the customer journey, and drive sales! Built and maintained by FiveThrive. Name and logo used with permission. Unlock your store's full potential with this seamless Mixpanel analytics integration that transforms months of complex data implementation into a single step, no-code, plug-n-play setup! Mixpanel provides rich insights into marketing attribution, user behaviors across web & mobile, and post-purchase analytics. Powerful data-driven tools to optimize your store's performance, enhance the customer journey, and drive sales! more One step setup! Track orders and customers! Track customers across the entire flow - from first visit and even to refund! Realtime - no waiting for events to get loaded!
Make ads, launch them to Meta, Google and TikTok in one step, and fund the ones behind real orders. Molecule runs your ads as one loop, judged by your store's real orders. Make: swap a new product and its exact price into last week's banner, in every size Meta and Google ask for. Launch: send the ads to Meta, Google and TikTok in one step, building campaigns and ad sets as you go. Steer: every order is tied to the ad that earned it, counted once and net of refunds, and budget moves come to you with their reasons to approve. Fritz, the built-in AI assistant, answers questions about any number. Molecule runs your ads as one loop, judged by your store's real orders. Make: swap a new product and its exact price into last week's banner, in every size Meta and Google ask for. Launch: send the ads to Meta, Google and TikTok in one step, building campaigns and ad sets as you go. Steer: every order is tied to the ad that earned it, counted once and net of refunds, and budget moves come to you with their reasons to approve. Fritz, the built-in AI assistant, answers questions about any number. more Ad maker that keeps your real product and exact price in every ad size Launch the same ads to Meta, Google and TikTok in one step Attribution on real store orders, counted once and net of refunds Budget moves and stop-loss pauses based on real orders, each with its reason Ask Fritz, the built-in AI assistant, about any campaign, ad or number
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
Leverage attribution for accurate cross-channel tracking, better profit analytics & customer LTV. NestAds gives you a comprehensive view of how each marketing channel (like paid advertising, social media, search engines, etc.) contributes to sales. With server-side tracking pixel, you can remove tracking errors caused by iOS 14 blockage, ad blocker & cookies limitations. Discover customer journeys with different attribution models to allocate budgets more effectively. Understand how individual ad creatives are performing to cultivate winning creatives. One-time setup, dedicated support. NestAds gives you a comprehensive view of how each marketing channel (like paid advertising, social media, search engines, etc.) contributes to sales. With server-side tracking pixel, you can remove tracking errors caused by iOS 14 blockage, ad blocker & cookies limitations. Discover customer journeys with different attribution models to allocate budgets more effectively. Understand how individual ad creatives are performing to cultivate winning creatives. One-time setup, dedicated support. more Unify all marketing data across channels in one visual & customizable dashboard. Avoid iOS 14 blockage, ready for cookieless with the server-side tracking pixel. Use different attribution models & custom traffic rules to find top touchpoints. Track customer journey & identify drop-offs to allocate budget more effectively. Gain insights down to creative level with advanced & tailored analysis reports.
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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.