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)
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- 3Adobe'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 ...
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- 7Mixpanel 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 ...
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- 11Quantum 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 ...
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- 13Woopra 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 ...
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- 16Countly 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 ...
- 17Sprig (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 ...
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- 21Zoho 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 ...
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- 23Bucket 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 ...
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- 25Analytics, 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 ...
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.
Product Analytics FAQs
What do product analytics tools do?
What are the benefits of using product analytics software?
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):
- Google Analytics
- Adobe Analytics
- Pendo.io
- Mixpanel
- Quantum Metric
- Woopra
- Amplitude Analytics
- PowerReviews
- Heap
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.