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Cohort analysis Shopify Apps

Enhance your Shopify store with the best Cohort analysis apps. Get insights on features, pricing, and user reviews for 2026.

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Supercharge your store and power conversion and retention with Netcore Customer Engagement! Transform your Shopify store with Netcore CE—integrating 9+ channels like email, SMS, WhatsApp, RCS, and app/web notifications for impactful customer engagement. Use cutting-edge Generative AI for deep customer insights, dynamic segmentation, and easy content creation. From predictive recommendations to AMP emails, engage your audience at every step. Whether you're a small merchant or an enterprise, Netcore CE helps boost conversions, deliver personalized experiences and skyrocket retention. Transform your Shopify store with Netcore CE—integrating 9+ channels like email, SMS, WhatsApp, RCS, and app/web notifications for impactful customer engagement. Use cutting-edge Generative AI for deep customer insights, dynamic segmentation, and easy content creation. From predictive recommendations to AMP emails, engage your audience at every step. Whether you're a small merchant or an enterprise, Netcore CE helps boost conversions, deliver personalized experiences and skyrocket retention. more Seamlessly create & manage omni-channel journeys for unified customer experience 360° customer view and user segmentation through our customer data platform Game changing Insights and optimized Content generation by Generative AI Personalisation, Prediction, Insights generation and Recommendations using AI Craft unique experiences using push notifications, pop-ups, web personalisation

5.0(Reviews)

Nexus by Omniconvert is the AI eCommerce growth engine for DTC brands. Nexus by Omniconvert unifies your store, ad, and analytics data into a single AI-powered command center for eCommerce growth. Use it when you need to cut wasted ad spend, identify your most profitable products, and move faster from insight to campaign. It gives your team a Daily Brief every morning, an Action Queue ranked by True Profit, and then goes further -- writing the creative brief, generating the ad visuals, and building full campaign packages ready to deploy across Meta and Google. Nexus by Omniconvert unifies your store, ad, and analytics data into a single AI-powered command center for eCommerce growth. Use it when you need to cut wasted ad spend, identify your most profitable products, and move faster from insight to campaign. It gives your team a Daily Brief every morning, an Action Queue ranked by True Profit, and then goes further -- writing the creative brief, generating the ad visuals, and building full campaign packages ready to deploy across Meta and Google. more Daily Brief: what & why it moved: your #1 action today: based on data science Briefs + AI creatives + relevant LPs + launched campaigns + auto-adjustment Action Queue: every opportunity ranked by True Profit, not ROAS Competitor ad intelligence: find what's working in your space before rivals do 1 platform: Shopify, Meta, Google Ads, GA4, Gorgias, Okendo, and Klaviyo unified

5.0(Reviews)

The AI analytics platform with 50+ advanced reports, 7 platforms, answers in seconds. The AI analytics platform for ecommerce and D2C brands. Connect your store, Meta, Google Ads, GA4 Amazon, GA4 etc. Track P&L, CAC, MER, ROAS, AOV, LTV and cohort retention. Get advanced reports out-of-box: AI RFM segmentation, basket analysis, cross-sell, discount dependency, creative fatigue, repurchase rate, payback period, lifecycle stages and anomaly detection. Ask in plain English. Create custom dashboards. Automatic Morning Briefing daily. Computed, not LLM generated. The AI analytics platform for ecommerce and D2C brands. Connect your store, Meta, Google Ads, GA4 Amazon, GA4 etc. Track P&L, CAC, MER, ROAS, AOV, LTV and cohort retention. Get advanced reports out-of-box: AI RFM segmentation, basket analysis, cross-sell, discount dependency, creative fatigue, repurchase rate, payback period, lifecycle stages and anomaly detection. Ask in plain English. Create custom dashboards. Automatic Morning Briefing daily. Computed, not LLM generated. more Ask any question. Answers from live data in seconds, not hours Advanced reports: RFM, cohorts, basket analysis, creative fatigue Create custom dashboards that get updated automatically daily Get automated alerts for anomalies before they cost you. Connected in 1 click - Meta, Google Ads, Amazon Ads, Amazon, GA4

5.0(Reviews)

Centralized operations platform for marketing attribution, unit economics, & AI-based insights Gain a complete view of your operations, marketing, logistics, and fulfillment data in one platform. With key dashboards and business metrics, features such as marketing attribution, unit economics, and AI-based insights and alerts, Octup helps you take action on your data, make more informed business decisions, and improve your performance. Essentially, let our system act like an automated team of analyst to display your data and make crucial recommendations based off of it. Gain a complete view of your operations, marketing, logistics, and fulfillment data in one platform. With key dashboards and business metrics, features such as marketing attribution, unit economics, and AI-based insights and alerts, Octup helps you take action on your data, make more informed business decisions, and improve your performance. Essentially, let our system act like an automated team of analyst to display your data and make crucial recommendations based off of it. more Operations: Easily track warehousing costs and invoices to improve margins Logistics: Stay on top of inventory & deliveries with real-time tracking Marketing: Manage Ad spend & boost results with key metric and attribution data Unit Economics: Measure costs & profitability to make data-driven decisions

5.0(Reviews)

Server-side conversions sent to Google Ads & GA4 via GTM. GDPR/CCPA Consent Mode v2 & Analytics. See which Shopify conversions reach Google Ads and when tracking needs attention. Set up Google Ads tracking with Google tag and Google Pixel, server-side, no code. Send events to GA4 and Google Tag Manager (GTM), with Consent Mode v2. Use Signal Quality to score tracking health, consent acceptance and conversion lag. Explore order, buyer and product data in Business Insights, then ask Sidekick. Manage ad accounts and Shopify Markets, review ROI Optimization and automate with Shopify Flow. See which Shopify conversions reach Google Ads and when tracking needs attention. Set up Google Ads tracking with Google tag and Google Pixel, server-side, no code. Send events to GA4 and Google Tag Manager (GTM), with Consent Mode v2. Use Signal Quality to score tracking health, consent acceptance and conversion lag. Explore order, buyer and product data in Business Insights, then ask Sidekick. Manage ad accounts and Shopify Markets, review ROI Optimization and automate with Shopify Flow. more Set up Google Ads conversion tracking with Google tag, no code needed Multi-account Ads tracking for Google Pixel, custom events: RC/FC purchases Score tracking health, consent acceptance and lag days with Signal Quality Explore order, buyer & product performance with Business Insights & AI Sidekick Separate Shopify Markets tracking, ROI Compliance, Flow Automation

4.8(Reviews)

Foolproof Google Ads conversion tracking. Install the Google ads conversion pixel in one click. Automatically install the Google tracking pixel on your store with OneClick Google Ads Conversion Tracking. Choose "automatic mode" in the app, sign in with Google and then click "create pixel." It takes 2 minutes and really is that easy. After that, customers reaching your store from Google Ads (formerly known as Google Adwords) will be tracked. That gives you the data you need to improve your ads, to stop wasting money on ads that don't convert, and to increase your profits. Automatically install the Google tracking pixel on your store with OneClick Google Ads Conversion Tracking. Choose "automatic mode" in the app, sign in with Google and then click "create pixel." It takes 2 minutes and really is that easy. After that, customers reaching your store from Google Ads (formerly known as Google Adwords) will be tracked. That gives you the data you need to improve your ads, to stop wasting money on ads that don't convert, and to increase your profits. more Page View, Add to Cart, Begin Checkout, Purchase and Email Sign Up events Dynamic Remarketing and Enhanced Conversions are included Supports custom checkout. No changes are made to your theme. Foolproof installation. You don't have to write or copy any code. Guaranteed accurate conversion tracking. Avoid duplicate events.

2.0(Reviews)

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.

0.0(Reviews)

Connect your ad accounts and Orphex reviews them daily, with the numbers behind each finding. Connect your ad accounts and Orphex reviews them every day, then writes up what it finds. Each finding names the campaign, audience or creative behind it, the money at stake, and the change to make, with the figures it was built from. Impact Analysis measures what a change actually caused, against what would have happened without it. Creative AI scores which image and video attributes performed. You can also use Orphex from ChatGPT, Claude or another AI assistant. Any change needs your approval. Connect your ad accounts and Orphex reviews them every day, then writes up what it finds. Each finding names the campaign, audience or creative behind it, the money at stake, and the change to make, with the figures it was built from. Impact Analysis measures what a change actually caused, against what would have happened without it. Creative AI scores which image and video attributes performed. You can also use Orphex from ChatGPT, Claude or another AI assistant. Any change needs your approval. more Use Orphex from ChatGPT, Claude or any AI assistant that supports MCP Daily findings that name the cause, the money at stake and the fix Impact Analysis shows what a change caused, not just what followed it Impact Analysis shows what a change caused, not just what followed it One change log for edits made in Orphex and in the ad platforms

5.0(Reviews)

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

5.0(Reviews)

Easily build a customer email list with pet names, photos, breed, & birthdays. Analyze sales by pet. A fun header will appear at the top of your selected pages that prompts the customer for information to subscribe to your email list and complete his/her pet's profile. Choose which Shopify pages (Home, Collection, Product, Thank You) the Petlytics widget will appear. Setup a promo code to incentivize your customers to complete their pet's profile and drive repeat A fun header will appear at the top of your selected pages that prompts the customer for information to subscribe to your email list and complete his/her pet's profile. Choose which Shopify pages (Home, Collection, Product, Thank You) the Petlytics widget will appear. Setup a promo code to incentivize your customers to complete their pet's profile and drive repeat more Collect the name, gender, age, birthday, breed and photo of your customers' pets Export your customer's pet profiles to MailChimp or Email Marketing Software. Create personalized email campaigns for pet birthdays, breeds, and life stages. View and analyze your sales by the age, type, and breed of pets.

1.5(Reviews)

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.

4.8(Reviews)

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

4.9(Reviews)

Easily integrate with PostHog in one simple, no-code and plug-n-play setup. Easily send data from your store to PostHog and leverage its features. PostHog provides an extensive suit of tools to build successful products. Product Analytics, Session Replays, Experiments and more! Build custom reports, dashboard and funnels suited to your business requirements. Easily send data from your store to PostHog and leverage its features. PostHog provides an extensive suit of tools to build successful products. Product Analytics, Session Replays, Experiments and more! Build custom reports, dashboard and funnels suited to your business requirements. more Plug-and-play. Track customers across all surfaces: storefront, checkout and post-purchase. Compatible with Checkout Extensibility. Simplified customer privacy and GDPR compliance.

5.0(Reviews)

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

0.0(Reviews)

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

4.9(Reviews)

Connect your store data to Looker Studio, Google Sheets, and BigQuery. Reports update automatically. Porter connects your Shopify sales, orders, products, and customer data to Looker Studio, Google Sheets, and BigQuery. No SQL. No code required. When you connect Shopify alongside your ad accounts, Porter blends the data automatically. See ad spend and revenue in the same table, broken down by campaign and channel. No manual joins. Build custom metrics in plain language. Set up automated reports to Slack or Gmail. Start with free e-commerce report templates. Porter connects your Shopify sales, orders, products, and customer data to Looker Studio, Google Sheets, and BigQuery. No SQL. No code required. When you connect Shopify alongside your ad accounts, Porter blends the data automatically. See ad spend and revenue in the same table, broken down by campaign and channel. No manual joins. Build custom metrics in plain language. Set up automated reports to Slack or Gmail. Start with free e-commerce report templates. more Sync Meta Ads, Google Ads, TikTok, and 20+ sources to report true ROAS Combine your store revenue with ad spend, analytics, and CRM in one view See new vs. repeat customer revenue broken down by channel and campaign Build custom metrics like cost per order by describing it in plain language Start with free e-commerce report templates connected to your data

4.3(Reviews)

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

3.8(Reviews)

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

5.0(Reviews)

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

4.9(Reviews)

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

4.8(Reviews)

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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.