Product analytics
A collection of practical resources on product usage, activation, adoption, engagement, user behavior, and product performance.
18 SaaS product metrics to track for success
Product metrics show whether people are discovering value in a product, using it successfully, and continuing to benefit from it. But a dashboard packed with numbers does not automatically tell a team what to build next. The useful metrics are the ones tied to specific product decisions. This guide explains 18 product metrics across acquisition, […]
13 best product analytics tools in 2026 (compared)
Product analytics tools help teams understand how people move through a product, where they reach value, and which experiences need improvement. But the best tool for funnel analysis is not automatically the best choice for mobile session replay, in-app onboarding, or connecting product engagement with revenue. This guide compares 13 product analytics platforms by primary […]
Product analytics: Definition, metrics, methods, and examples
Product analytics is the practice of collecting and analyzing how people use a digital product so teams can improve activation, engagement, retention, and conversion. Instead of relying on opinions about a feature, teams study observable actions, identify friction, and test product changes against meaningful outcomes. For SaaS teams, product analytics software can make the difference […]
How AI-powered product analytics reduces time to insight
A product signal loses value every minute it sits unexplained. When a funnel starts leaking, a feature underperforms, or churn rate starts to rise, the challenge is not just noticing that something changed. It is figuring out what changed and what to do next while the signal still matters. That is where AI-powered product analytics […]
8 best AI-powered customer feedback analysis tools for 2026
Customer feedback has never been more abundant, or more difficult to interpret. Reviews, surveys, support tickets, in-app comments, social mentions, and community posts generate a constant stream of customer language. While collection has become automated and scalable, interpretation remains the bottleneck. By 2026, organizations are no longer asking whether they collect enough feedback. The real […]
A comprehensive guide to analyzing feature usage
A feature shipped is not a feature adopted. Plenty of “good” releases go unused because users don’t notice, understand, or need them yet. And unused features rarely do anything for retention. Feature usage helps you see that gap. It tells you what’s getting pulled into real workflows, where adoption stalls, and what’s quietly creating value […]
15 must-track product launch metrics for product teams
Launching a product is exciting. But the real question begins after the launch goes live. Did people actually adopt the product? Are they using it? Is the launch generating revenue or long-term growth? Without tracking the right product launch metrics, it becomes almost impossible to answer those questions. Teams might see traffic spikes or social […]
Product usage analytics: Definition, metrics & framework
Most teams don’t struggle to build features. They struggle to know which ones matter. That’s what product usage analytics is for. It turns real behavior into a clear signal: what users do on day one, what they repeat on day ten, and what never gets touched at all. Once you have that, your product metrics […]
Build vs. buy analytics: What you’re actually choosing
Build vs. buy analytics usually starts as a quick thought in a sprint planning doc. Then it becomes a real decision: your product is shipping, your data is growing, and people want answers across the customer journey. One direction gives you a system shaped exactly around your product. The other gives you a ready-made setup […]
Showing 9 of 39 articles
Load more articles