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Best Product Analytics Software 2026

Product analytics software is used to measure and report how people interact with web and software applications, or other products. Use cases include product training and onboarding, customer feedback collection, and learning to understand customer retention and churn to guide product development.

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All Products(1-25 of 45)

  • 1
    Adobe Analytics Logo

    Adobe Analytics

    Rating: 7.5 out of 10
    839 Reviews and Ratings
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    Adobe acquired Omniture in 2009 and re-branded the platform as SiteCatalyst. It is now part of Adobe Marketing Cloud along with other products such as social marketing, test and targeting, and tag management. SiteCatalyst is one of the leading vendors in the web analytics category and is ...
  • 3
    Adobe's Customer Journey Analytics is a service built on Adobe Experience Platform that lets the user join all data from every channel into a single interface for real-time, omnichannel analysis and visualization, allowing users to make better decisions with a holistic view of the business and the ...
  • 4
    Heap Logo

    Heap

    Rating: 8.1 out of 10
    381 Reviews and Ratings
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    Heap is a web analytics platform captures every user interaction on web iOS with no extra code. The tool allows you to track events and set up funnels to understand user flow and dropoff. It also provides visualization tools to track trends over time.
  • 6
    Amplitude Analytics Logo

    Amplitude Analytics

    Rating: 8.3 out of 10
    144 Reviews and Ratings
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    Amplitude Analytics is an analytics platform for mobile and web. It is designed to help organizations segment users and analyze funnels, retention and revenue.Amplitude Analytics helps product marketers to achieve actionable insights from customer digital journeys and uses behavioral graphs to ...
  • 7
    Mixpanel Logo

    Mixpanel

    Rating: 8.7 out of 10
    227 Reviews and Ratings
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    Mixpanel helps companies measure what matters, make decisions fast, and build better products through data. With self-serve product analytics solution, teams can analyze how and why people engage, convert, and retain—in real-time, across devices—to improve their user experience.Mixpanel serves over ...
  • 8
    Google Analytics Logo

    Google Analytics

    Rating: 7.9 out of 10
    3824 Reviews and Ratings
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    Google Analytics is perhaps the best-known web analytics product and, as a free product, it has massive adoption. Although it lacks some enterprise-level features compared to its competitors in the space, the launch of the paid Google Analytics Premium edition seems likely to close the gap.
  • 9
    Whatfix Logo

    Whatfix

    Rating: 8.2 out of 10
    40 Reviews and Ratings
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    Whatfix is advancing the "userization" of application technology, by empowering companies to maximize the ROI of digital investments across the application lifecycle. Powered by GenAI, Whatfix’s product suite includes a digital adoption platform, simulated application environments for hands-on ...
  • 10
    LaunchDarkly Logo

    LaunchDarkly

    Rating: 7.6 out of 10
    54 Reviews and Ratings
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    LaunchDarkly provides a feature management platform that enables DevOps and Product teams to use feature flags at scale. This allows for greater collaboration among team members, and increased usability testing before full-scale feature deployment.
  • 11
    Quantum Metric Logo

    Quantum Metric

    Rating: 8 out of 10
    56 Reviews and Ratings
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    Quantum Metric is designed to help organizations build better digital products faster. Their platform for Continuous Product Design gives business and IT teams a single version of truth which the vendor describes as fast, quantified, and grounded on what customers actually experience. The solution ...
  • 12
    Fullstory Logo

    Fullstory

    Rating: 9.1 out of 10
    150 Reviews and Ratings
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    Fullstory’s behavioral data platform helps technology leaders make better, more informed decisions by injecting digital behavioral data into their analytics stack. The technology's behavioral data transforms digital visit into actionable insights.
  • 13
    Woopra Logo

    Woopra

    Rating: 3 out of 10
    23 Reviews and Ratings
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    Woopra provides real-time customer analytics. It begins by tracking users across digital touch points (website, mobile app, help desk, marketing automation, etc.) and building a comprehensive behavioral profile for each user. These Customer Profiles are Woopra's building blocks, which are used to ...
  • 16
    Countly Logo

    Countly

    Rating: 8 out of 10
    8 Reviews and Ratings
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    Countly is a product analytics solution and innovation enabler that helps teams track product performance and customer journey and behavior across mobile, web, and desktop applications. Ensuring privacy by design, Countly helps the user to innovate and enhance products to provide personalized and ...
  • 17
    Sprig Logo

    Sprig

    Rating: 7.7 out of 10
    7 Reviews and Ratings
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    Sprig (formerly UserLeap) headquartered in San Francisco offers user research technology that helps research and product teams learn from their customers in real-time and deliver product experiences. Sprig is used to ensure user research happens early and often throughout the product development ...
  • 19
    Scuba Analytics Logo

    Scuba Analytics

    Rating: 0 out of 10
    0 Reviews and Ratings
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    Scuba Analytics is a continuous intelligence platform that breaks down data silos, and allows teams to run no-code queries to get real-time insights about customer journey analytics. Scuba Analytics takes a behavioral process mining approach to discovering, monitoring and improving processes to ...
  • 20
    Snowplow Insights Logo

    Snowplow Insights

    Rating: 9.5 out of 10
    8 Reviews and Ratings
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    Snowplow Insights is presented by the vendor, Snowplow in London, as a way to capture and process high-quality behavioral data from all a company's platforms and products and deliver that data to a cloud destination of choice.
  • 21
    Zoho Apptics Logo

    Zoho Apptics

    Rating: 0 out of 10
    0 Reviews and Ratings
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    Zoho Apptics is presented as a privacy-friendly product analytics. Users can see an app through its users' eyes, gather feedback, and track performance.Apptics' tools include crash reporting, remote configuration, and in-app updates to optimize app performance. Apptics's functionality supports apps ...
  • 23
    Bucket Logo

    Bucket

    Rating: 0 out of 10
    0 Reviews and Ratings
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    Bucket collects and combines feature engagement metrics and qualitative feedback in one place. It goes beyond feature adoption tracking by helping users to look at long-term retention and user satisfaction for every part of an application.Bucket is designed to solve the problem at the heart of SaaS ...
  • 24
    PowerReviews Logo

    PowerReviews

    Rating: 7.8 out of 10
    32 Reviews and Ratings
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    PowerReviews helps companies gather ratings and reviews from customers, build Q&A content, syndicate reviews across retailers and search engines, and measure results from these endeavors. The company also offers managed services to help businesses improve customer engagement. The company was ...
  • 25
    Apitally Logo

    Apitally

    Rating: 0 out of 10
    0 Reviews and Ratings
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    Analytics, logging and monitoring for REST APIs📊 Metrics & insights into API usage, errors and performance, for the whole API, each endpoint and individual API consumers. Uses client-side aggregation and handles unlimited API requests (even on the free plan).🔎 Request logging allows users to ...
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Learn More about Product Analytics Software

What is Product Analytics Software?

Product analytics software is used to measure and report how people interact with web and software applications, or other products. Use cases include product training and onboarding, customer feedback collection, and learning to understand customer retention and churn to guide product development.

Product analytics software’s monitoring capabilities are greater than heatmap and session recording tools. While they can collect clicks and views and generate reports from these, leading product tools also capture customer sentiment and produce more detailed customer journey information, as well as customer and behavioral segmentation.

Product Analytics Software Features & Capabilities

The following features are common in product analytics software. Many are distinct to this category of software, while some features overlap with related categories such as digital adoption or BI tools.

  • Automated user interaction data capture
  • Analyze data in real-time, or using historical data
  • Individual or group user activity timeline
  • Behavior based user segmentation
  • User data based segmentation (e.g. job title, device, geography)
  • Analytics linking customer behavior to KPIs
  • Analytics linking customer behavior to churn
  • Attribution, linking customer source to behavior & retention
  • Non-linear customer journey analytics
  • Touchpoint analytics (i.e. learn how touchpoints influence customer outcomes)
  • Product engagement scoring (alternately customer engagement scoring)
  • Data history retention
  • Data export, or data warehouse integration
  • Retention and churn reporting, churn rate calculation
  • Graphical layout of product plan or roadmap
  • Codeless interaction with data and analytics
  • Data labeling, virtual events (i.e. perform analytics with virtual data, safely)
  • Customer feedback collection
  • Customer guidance, similar to that seen in digital adoption tools

Types of Product Analytics Software

Product Analytics tools can be obtained through vendors providing Customer Success and Customer Experience (CX) platforms and suites, like Gainsight or UserIQ, or that provide analytics along with interactive customer guidance and feedback collection (Pendo). For product teams and developers that want a strictly analytic package, there are focused solution (e.g. Heap, Amplitude). Finally, for products in the development phase or for low traffic applications, many leading vendors offer free forever plans (Heap, Woopra, Amplitude), that may also include customer support.

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Product Analytics FAQs

What do product analytics tools do?

Product analytics tools help product teams within organizations better understand how well they’re serving their online users or customers. These tools primarily analyze user behavior and report on engagement with software and web applications. In this way, these tools help businesses uncover conversion blockers, where users tend to drop-off within certain funnels or activity-flows, and identify where their users or customers are coming from on the web.

What are the benefits of using product analytics software?

This type of software provides companies with a data-backed approach to building a better, more intuitive digital experience for their end-users and customers. More specifically, product analytics tools can provide both granular and high-level insight into how users are engaging with an application, where they come from, whether or not certain cohorts behave differently from others, and where users get frustrated or ‘stuck’ on a website or application.

What are the best product analytics tools?

According to end-user feedback on TrustRadius, here are the most reviewed product analytics platforms (the products are ordered from most to least reviews):

Although, interested buyers should keep in mind that some tools may be better suited for either smaller or larger organizations, or different types of use cases. For more information on what reviewers from specific company sizes say about the tools above, check out the products’ profile pages on TrustRadius.

How much does product analytics software cost?

Some tools, like Google Analytics, offer a free version of the software. However, the free versions typically only provide basic functionality and do not include more advanced features.

Most vendors that offer paid tools do not disclose pricing information on their website, though buyers can request a quote from the vendor. Interested buyers can expect to pay anywhere from a few thousand dollars to upwards of multiple thousands of dollars annually, depending on the scope of the platform and number of licenses required.