Best Product Analytics Software for Teams (September 2026)

1

Matomo

Top pickFree plan

matomo.org

Best for Privacy-conscious teams needing self-hosted analytics

Matomo is an open-source web analytics platform available as a self-hosted or cloud-hosted service. It tracks visitor behavior, traffic sources, and conversions, with optional add-ons for heatmaps, session recordings, funnels, and A/B testing. Matomo emphasizes data ownership and privacy compliance, including GDPR-oriented features and options to avoid data sampling. It suits organizations that want an alternative to third-party analytics platforms, particularly those with privacy, compliance, or data-residency requirements, as well as developers and technical teams comfortable managing self-hosted infrastructure.

• Self-hosted or cloud analytics
• Heatmaps and session recordings
• GDPR-oriented data ownership

2

Contentsquare

contentsquare.com

Best for Mid-size to large digital and product teams

Contentsquare is a digital experience analytics platform that helps organizations understand how users interact with websites and mobile apps. It combines session replay, heatmaps, journey analysis, and behavioral analytics to surface friction points, drop-offs, and usability issues across the customer journey. The platform is often used by product, UX, and digital marketing teams to inform design decisions, prioritize optimization efforts, and measure the impact of changes on conversion and engagement. It is typically adopted by mid-size to large organizations with significant web or app traffic seeking deeper qualitative and quantitative insight into user behavior.

• Session replay
• Heatmaps and journey analysis
• Behavioral analytics

3

Smartlook

smartlook.com

Best for Product and UX teams analyzing web and mobile apps·Free trial

Smartlook is a product analytics platform that combines session recordings and heatmaps with event-based tracking and funnel analysis. It allows teams to visually replay user sessions on websites and mobile apps alongside quantitative data such as conversion funnels and retention metrics. Smartlook supports automatic event tracking, reducing the need for extensive manual instrumentation, and offers integrations with other analytics and support tools. It is used by product managers, UX researchers, and developers who want to understand user behavior by pairing qualitative session replay with quantitative usage data across web and mobile platforms.

• Session recordings
• Heatmaps
• Funnel and event analysis

4

Kissmetrics

kissmetrics.io

Best for SaaS and e-commerce marketing teams·Free trial

Kissmetrics is a product and marketing analytics platform that tracks individual customer behavior across websites and applications. It offers funnel reports, cohort analysis, and customer segmentation to help teams understand user journeys, identify drop-off points, and measure the impact of marketing campaigns on retention and revenue. The platform ties behavioral data to individual identities rather than anonymous sessions, allowing for more granular reporting. It suits marketing and product teams at SaaS and e-commerce companies looking to connect engagement data with conversion and retention outcomes.

• Funnel reports
• Cohort analysis
• Customer segmentation

5

Amplitude

Free plan

amplitude.com

Best for Product and growth teams analyzing user behavior

Amplitude is a product analytics platform that helps teams track and understand user behavior across web and mobile applications. It provides tools for event tracking, funnel and retention analysis, user segmentation, and cohort reporting to help organizations identify how customers interact with digital products. Amplitude also offers session replay, experimentation, and dashboard features that support product, growth, and engineering teams in making data-informed decisions. It integrates with various data warehouses and third-party tools, making it suitable for companies seeking to analyze user journeys and measure feature adoption at scale.

• Funnel and retention analysis
• User segmentation and cohorts
• Session replay and dashboards

6

PostHog

Free plan

posthog.com

Best for Product and engineering teams building software products

PostHog is a product analytics platform that combines event tracking, session recordings, funnels, and cohort analysis with feature flags and A/B testing tools. It is open source and can be self-hosted or used as a managed cloud service. Development teams can query event data using SQL or a visual interface, and integrate analytics directly into their product workflows via SDKs and APIs. It suits product and engineering teams at software companies that want a single platform combining analytics with experimentation and release management.

• Event and session tracking
• Feature flags and A/B testing
• Self-hosted or cloud deployment

7

June

june.so

Best for B2B SaaS product and growth teams·Free trial

June is a product analytics platform designed for B2B SaaS companies, offering dashboards that track user and account-level engagement without requiring extensive setup or coding. It connects to sources like data warehouses and customer data platforms to surface metrics such as retention, feature adoption, and account health. June emphasizes simplicity, providing pre-built reports tailored to subscription businesses rather than fully custom analytics builds. It suits product and growth teams at B2B SaaS companies seeking quick insight into customer usage patterns without dedicating significant engineering resources to analytics infrastructure.

• Account-level analytics
• Pre-built SaaS reports
• Data warehouse integration