100 Best Cohort Analysis Apps for Product, Marketing, and Revenue Teams
Cohort analysis helps founders see how groups of customers behave after a shared starting event, such as signup, purchase, or installation. This first group of 25 tools spans product analytics, marketing automation, mobile measurement, and subscription reporting.
Amplitude
Amplitude analyzes product events, user journeys, retention, and behavioral cohorts across digital experiences. It helps teams identify where different user groups disengage instead of relying on aggregate usage metrics.
Mixpanel
Mixpanel tracks user actions and lets teams build cohorts for retention, funnels, and behavior analysis. It helps product teams compare how acquisition groups adopt features and return over time.
Google Analytics 4
Google Analytics 4 measures website and app activity, including acquisition, engagement, and cohort exploration reports. It helps marketers understand whether users acquired through different channels continue returning after their first visit.
Heap
Heap captures digital interactions and supports analysis of user segments, journeys, funnels, and retention. It helps teams investigate behavioral differences without needing every event defined before data collection.
PostHog
PostHog provides product analytics, feature flags, session replay, and cohort-based retention analysis. It helps technical teams connect user behavior with product experiments and feature releases in one workflow.
Pendo
Pendo analyzes product usage and supports user segmentation, retention insights, guides, and feedback collection. It helps product teams find which customer groups struggle with adoption and need targeted in-app guidance.
FullStory
FullStory records digital experience data for session replay, behavioral analysis, and user segmentation. It helps teams pair cohort-level behavior patterns with recordings that reveal specific usability obstacles.
CleverTap
CleverTap combines customer analytics, segmentation, lifecycle messaging, and retention-focused cohort reporting. It helps engagement teams spot declining customer groups and deliver more relevant follow-up campaigns.
MoEngage
MoEngage supports customer analytics, audience segmentation, journey orchestration, and cross-channel campaign delivery. It helps marketers compare engagement across user cohorts before tailoring lifecycle communications.
Braze
Braze enables customer engagement through segmentation, messaging campaigns, journeys, and analytics across channels. It helps retention teams act on cohort behavior by targeting customers at different lifecycle stages.
Customer.io
Customer.io uses customer data to create segments, automated messages, campaigns, and behavioral journeys. It helps lean teams trigger timely communications when newly acquired users fail to reach key milestones.
WebEngage
WebEngage provides customer data management, segmentation, analytics, and multichannel engagement campaigns. It helps growth teams organize users by shared behavior and reduce generic, poorly timed outreach.
Insider
Insider offers customer journey orchestration, personalization, segmentation, and analytics for cross-channel experiences. It helps teams personalize follow-ups for cohorts whose browsing or purchase activity signals lower conversion intent.
Airship
Airship supports mobile and web messaging, audience segmentation, automation, and customer experience analytics. It helps mobile teams re-engage installation cohorts that stop opening an app after initial use.
AppsFlyer
AppsFlyer measures mobile attribution, campaign performance, in-app events, and user acquisition cohorts. It helps marketers assess whether advertising sources attract users who retain and generate downstream value.
Adjust
Adjust provides mobile measurement, attribution, analytics, and audience tools for app marketing teams. It helps app marketers separate high-quality acquisition cohorts from campaigns that deliver only initial installs.
Singular
Singular consolidates marketing attribution, spend data, campaign reporting, and mobile performance analytics. It helps growth teams evaluate acquisition cohorts alongside marketing costs scattered across advertising platforms.
Firebase Analytics
Firebase Analytics measures app and web events, audiences, conversions, and user retention behavior. It helps developers understand how installation or signup cohorts progress through important application events.
Adobe Analytics
Adobe Analytics analyzes digital customer behavior through segmentation, reporting, journeys, and cohort tables. It helps organizations investigate retention differences across channels, devices, campaigns, and customer segments.
ChartMogul
ChartMogul centralizes subscription metrics, customer data, revenue reporting, and cohort analysis for SaaS businesses. It helps subscription founders see whether customer groups retain recurring revenue after their initial billing period.
Baremetrics
Baremetrics reports subscription revenue metrics, customer behavior, forecasts, and cohort performance for SaaS companies. It helps founders identify when particular signup cohorts begin churning and affecting recurring revenue.
ProfitWell Retain
ProfitWell Retain helps subscription businesses manage failed payments and recovery communications to reduce involuntary churn. It helps teams address revenue loss from payment failures that can distort retention within billing cohorts.
June
June provides product analytics for B2B SaaS, including accounts, user behavior, retention, and funnels. It helps B2B teams understand whether customer accounts reach activation and remain engaged after onboarding.
Userpilot
Userpilot offers product analytics, user segmentation, in-app experiences, surveys, and adoption tracking. It helps SaaS teams identify low-adoption cohorts and deliver contextual onboarding without engineering-heavy implementation.
UXCam
UXCam provides mobile app analytics, session replay, heatmaps, funnels, and user segmentation. It helps mobile product teams diagnose why specific user cohorts abandon key screens or flows.
Kissmetrics
Kissmetrics tracks identifiable customer behavior and organizes activity into segments, funnels, and retention cohorts. It helps teams connect actions across sessions when anonymous web analytics obscure individual customer journeys.
Woopra
Woopra unifies customer touchpoints into profiles, journey reports, segmentation, and retention-oriented behavioral analysis. It helps founders investigate lifecycle drop-off when customer interactions are scattered across multiple business systems.
Glassbox
Glassbox analyzes digital experiences using session data, funnels, journeys, and segmented customer behavior insights. It helps teams find recurring friction affecting particular user groups rather than reviewing sessions individually.
Contentsquare
Contentsquare analyzes website and app behavior through journey analysis, segmentation, funnels, and experience metrics. It helps product teams identify where different visitor groups struggle within complex digital journeys.
Smartlook
Smartlook provides session recordings, event tracking, funnels, and retention analysis for web and mobile products. It helps teams investigate why users from a specific signup period fail to return.
Countly
Countly is a product analytics platform for tracking events, funnels, user profiles, retention, and cohorts. It helps organizations analyze product engagement while retaining control over their analytics deployment and data.
Quantum Metric
Quantum Metric captures digital behavior to analyze customer journeys, conversion issues, and experience patterns. It helps teams prioritize experience problems by showing which user segments encounter them most often.
Statsig
Statsig combines experimentation, feature management, product analytics, funnels, and user cohort analysis. It helps product teams measure whether releases improve retention for meaningful groups of users.
AppMetrica
AppMetrica provides mobile analytics, attribution, crash reporting, audience segmentation, and retention cohort reports. It helps mobile teams compare retention across acquisition sources without stitching several reporting tools together.
Flurry Analytics
Flurry Analytics tracks mobile app usage, user behavior, retention, funnels, and audience segments. It helps app teams understand whether newly acquired users remain engaged after their first sessions.
Kochava
Kochava offers mobile measurement, attribution, analytics, and cohort reporting for marketing and app performance. It helps marketers assess long-term user value when installs originate from many campaigns and channels.
Tenjin
Tenjin measures mobile advertising performance with attribution, revenue reporting, and cohort-based lifetime value analysis. It helps mobile marketers compare campaign quality beyond initial installs and short-term conversion events.
Branch
Branch provides mobile linking, attribution, and analytics for measuring acquisition, engagement, and cohort performance. It helps growth teams trace user outcomes across web-to-app journeys and fragmented marketing channels.
RevenueCat
RevenueCat manages subscription purchases and provides dashboards for revenue, retention, and subscriber cohort analysis. It helps subscription app teams understand renewal behavior without manually reconciling store billing data.
Qonversion
Qonversion manages mobile subscriptions and reports revenue, retention, experiments, and subscriber cohort performance. It helps app businesses evaluate paywall and acquisition outcomes across subscription user groups.
Adapty
Adapty supports in-app subscriptions, paywalls, analytics, and cohort reporting for mobile applications. It helps developers compare subscriber retention after paywall changes without building billing analytics internally.
Google Play Console
Google Play Console provides Android distribution reports, acquisition data, user metrics, and retention information. It helps Android publishers monitor whether install groups continue using an app after acquisition.
App Store Connect
App Store Connect provides Apple platform sales, usage, acquisition, and retention analytics for app publishers. It helps iOS teams review retention trends using first-party App Store and App Analytics data.
GameAnalytics
GameAnalytics tracks player behavior, progression, retention, monetization, and cohorts for game developers. It helps game teams locate where players from particular install periods abandon progression.
Recurly
Recurly manages subscription billing and provides analytics for recurring revenue, churn, and customer retention. It helps subscription businesses monitor how billing changes and cancellations affect customer groups over time.
Chargebee
Chargebee manages subscription billing and offers reporting for revenue, churn, retention, and customer lifecycle metrics. It helps SaaS teams analyze subscription performance without assembling billing data from multiple payment systems.
Maxio
Maxio provides billing, revenue operations, and SaaS metrics reporting for subscription businesses. It helps finance and growth teams examine recurring-revenue trends across customer segments and subscription periods.
Tableau
Tableau visualizes data from connected sources and supports custom cohort analysis through calculated fields and dashboards. It helps analysts explore cohort patterns when standard product analytics reports cannot answer specialized questions.
Microsoft Power BI
Microsoft Power BI models business data and creates customizable cohort reports using dashboards and measures. It helps teams combine product, sales, and support data for cohort analysis in one reporting environment.
Looker
Looker models organizational data and enables reusable cohort analysis through governed explores and dashboards. It helps growing teams standardize cohort definitions instead of maintaining conflicting spreadsheet calculations.
Metabase
Metabase connects to databases and lets teams build SQL queries, dashboards, and interactive reports. It helps founders investigate retention patterns without requiring every stakeholder to write complex database queries.
Looker Studio
Looker Studio creates shareable dashboards from spreadsheets, databases, and supported marketing and analytics data sources. It helps teams combine scattered metrics into cohort views that are easier to share with nontechnical colleagues.
Qlik Sense
Qlik Sense provides associative analytics, dashboards, and visual exploration across connected business data. It helps analysts uncover relationships between customer attributes and retention without relying on fixed report paths.
Domo
Domo is a cloud business intelligence platform for connecting data, building dashboards, and monitoring metrics. It helps small teams track cohort performance across operational systems through centralized, regularly refreshed reporting.
Sisense
Sisense embeds analytics and dashboards into workflows using data models, visualizations, and query tools. It helps product teams deliver cohort insights inside internal tools instead of exporting data between applications.
ThoughtSpot
ThoughtSpot lets users search and analyze cloud data through natural-language queries and interactive visualizations. It helps business users explore retention questions independently when they lack SQL expertise or analyst availability.
Apache Superset
Apache Superset is an open-source business intelligence platform for SQL exploration, charts, and dashboards. It helps technical teams create flexible cohort dashboards while retaining control over their data infrastructure.
GoodData
GoodData provides a cloud analytics platform for semantic modeling, dashboards, and embedded analytics experiences. It helps companies standardize cohort definitions so different teams do not report conflicting retention figures.
Sigma Computing
Sigma Computing provides spreadsheet-like analysis and dashboards directly on cloud data warehouse information. It helps operators analyze cohorts themselves using familiar spreadsheet interactions without downloading sensitive data.
Hex
Hex combines notebooks, SQL, Python, and interactive apps for collaborative data analysis and reporting. It helps data teams turn repeatable cohort investigations into reusable applications rather than one-off notebooks.
Omni
Omni is a business intelligence platform that models data centrally and supports self-service exploration. It helps teams maintain consistent cohort calculations when multiple dashboards depend on shared business metrics.
Lightdash
Lightdash is an open-source business intelligence tool that works with dbt metrics and warehouse data. It helps analytics teams expose governed cohort metrics without recreating logic separately across reporting tools.
Mode
Mode supports SQL-based analysis, visual reports, and collaborative data work for business teams. It helps analysts investigate cohort behavior and publish results without manually assembling presentation-ready charts.
Redash
Redash connects to data sources for SQL queries, visualizations, alerts, and shared dashboards. It helps lean teams monitor cohort changes through scheduled dashboards instead of repeated manual query runs.
Preset
Preset provides managed Apache Superset deployments for building dashboards and exploring connected data sources. It helps organizations use Superset-style cohort reporting without managing all underlying application infrastructure themselves.
Databox
Databox consolidates business metrics into dashboards with connectors, scorecards, and scheduled performance updates. It helps founders watch high-level cohort indicators alongside marketing and sales metrics from one place.
Klipfolio
Klipfolio builds customizable business dashboards from connected services, spreadsheets, and database data. It helps teams surface selected cohort KPIs for regular reviews without maintaining manual spreadsheet summaries.
Indicative
Indicative is a customer analytics platform for analyzing user journeys, funnels, retention, and behavioral cohorts. It helps product teams identify where different user groups disengage after acquisition or feature adoption.
Matomo
Matomo is a web analytics platform that tracks visitor behavior, conversions, and customizable reporting data. It helps privacy-conscious teams examine returning visitor behavior while keeping greater control over analytics data.
OpenPanel
OpenPanel is an open-source product analytics platform for events, funnels, retention, and user exploration. It helps teams study product cohorts with an alternative they can deploy and customize themselves.
Usermaven
Usermaven tracks website and product activity, providing journeys, funnels, attribution, and user behavior reporting. It helps founders connect acquisition sources with later user activity when evaluating retention quality.
Optimove
Optimove is a customer-led marketing platform for segmentation, orchestration, campaign measurement, and personalization. It helps retention marketers act on customer groups rather than sending identical messages to every user.
Iterable
Iterable is a cross-channel marketing platform for audience segmentation, campaign automation, and message personalization. It helps lifecycle teams engage distinct customer cohorts across email, mobile, and other communication channels.
Emarsys
Emarsys is a customer engagement platform for personalization, audience segmentation, and omnichannel marketing campaigns. It helps marketers tailor retention campaigns to customer groups with different purchase and engagement histories.
Snowflake
Snowflake is a cloud data platform for storing, querying, sharing, and analyzing structured business data. It helps data teams calculate custom cohorts from large datasets without relying on separate siloed exports.
BigQuery
BigQuery is Google's cloud data warehouse for SQL analysis across large, integrated datasets. It helps teams calculate retention cohorts without managing database infrastructure or relying on sampled analytics reports.
Amazon Redshift
Amazon Redshift is a cloud data warehouse for querying business and event data with SQL. It helps analysts join product, billing, and acquisition records when cohort data lives in separate systems.
Databricks
Databricks provides a lakehouse platform for data engineering, SQL analytics, notebooks, and machine learning. It helps data teams prepare large behavioral datasets before measuring retention patterns and customer lifetime value.
Twilio Segment
Twilio Segment collects, standardizes, and routes customer event data to analytics and marketing destinations. It helps teams reduce inconsistent tracking definitions that can make cohort comparisons unreliable across tools.
mParticle
mParticle is a customer data platform that manages event collection, identity resolution, and audience delivery. It helps organizations connect fragmented customer identities before analyzing behavior across devices and channels.
RudderStack
RudderStack is customer data infrastructure that routes event data from sources to warehouses and applications. It helps technical teams keep cohort datasets centralized instead of maintaining separate tracking pipelines for every tool.
Tealium AudienceStream
Tealium AudienceStream unifies visitor data and builds audiences using customer attributes and behavioral signals. It helps marketers identify meaningful customer segments when raw event data is difficult to activate.
Fivetran
Fivetran provides managed connectors that replicate data from business applications into cloud data warehouses. It helps analysts avoid manual exports when combining subscription, support, advertising, and product data for cohorts.
dbt Cloud
dbt Cloud helps teams transform, test, document, and schedule analytics data models using SQL. It helps teams create consistent cohort definitions rather than rebuilding retention logic in every dashboard.
Hightouch
Hightouch syncs modeled warehouse data into business tools for marketing, sales, and customer success teams. It helps teams act on high-value cohorts by sending current audience lists into operational systems.
Census
Census synchronizes customer data from warehouses to SaaS tools through reverse ETL workflows. It helps operators use warehouse-defined cohorts without repeatedly uploading CSV files to engagement platforms.
Cube
Cube provides a semantic layer that delivers governed metrics and data APIs to analytics applications. It helps teams prevent conflicting cohort calculations by centralizing metric definitions across reporting surfaces.
Holistics
Holistics is a business intelligence platform for modeled data, self-service exploration, and scheduled reports. It helps nontechnical stakeholders inspect retention cohorts without needing direct access to warehouse tables.
Explo
Explo provides embedded analytics and customer-facing dashboards powered by an organization's existing data. It helps software companies share cohort reporting with customers without building every visualization from scratch.
Grafana
Grafana creates dashboards and alerts from many data sources, including databases and observability systems. It helps teams monitor changing cohort metrics alongside operational signals in one configurable dashboard.
Rill
Rill provides fast dashboards and exploratory analytics for operational datasets using an open-source approach. It helps teams investigate cohort changes quickly when prebuilt reports do not explain unexpected retention movement.
Retentioneering
Retentioneering analyzes event data to visualize user journeys, retention, conversion, and behavioral patterns. It helps product teams find behaviors associated with churn by comparing paths taken by different cohorts.
SaaSGrid
SaaSGrid centralizes SaaS subscription and financial metrics for planning, reporting, and performance analysis. It helps founders examine revenue retention cohorts without manually reconciling billing and financial spreadsheets.
Triple Whale
Triple Whale provides ecommerce analytics for attribution, customer behavior, marketing performance, and profitability. It helps store operators compare repeat-purchase cohorts alongside acquisition and profitability signals from marketing channels.
Lifetimely
Lifetimely analyzes Shopify customer lifetime value, repeat purchases, and cohort performance. It helps ecommerce teams understand whether newer customer groups are becoming more valuable over time.
Peel
Peel provides ecommerce analytics dashboards for customer behavior, retention, marketing, and sales performance. It helps merchants identify customer segments worth reengaging when store data is spread across several platforms.
Daasity
Daasity centralizes commerce data for warehousing, reporting, and analytics across retail and ecommerce systems. It helps commerce teams combine orders, marketing, and customer records before calculating reliable retention cohorts.
Stripe Sigma
Stripe Sigma enables SQL reporting on payment, subscription, invoice, and customer data within Stripe. It helps billing teams analyze payment-based cohorts without exporting transaction records into separate spreadsheet workflows.
Funnel
Funnel consolidates marketing data from advertising platforms into reporting destinations and analytics workflows. It helps marketers compare acquisition cohorts when channel data uses inconsistent formats and attribution fields.
Oracle Analytics Cloud
Oracle Analytics Cloud provides data visualization, self-service analysis, and augmented analytics for business data. It helps enterprise teams explore cohort trends through governed dashboards instead of requesting every report from analysts.
The strongest fit depends on the events you track, the channels you use, and whether your main question concerns product adoption, campaign quality, or subscription retention.