AI has transformed product analytics. Tools like Pendo’s Agent Mode now let anyone—from product managers to UX and support teams—ask questions about product or user data and get answers instantly. It’s intuitive, fast, and has made product data more accessible than ever.

But that’s just one side of the coin. Even with AI-powered Q&A, team members still face these painfully familiar challenges:

  • I don’t always know what to look for
  • I don’t have time to dig through usage patterns, especially across different products and segments
  • I worry the most valuable signals are the ones we’re not even paying attention to

At Pendo, we’ve heard versions of these problems repeatedly. 

“You’re already capturing all my data. Why can’t you just tell me what I need to know?”

So that’s what we’ve built. 

Because we believe the future of product analytics—especially in the era of AI—moves teams from reactive to proactive based on what’s happening with their users’ behavior. Yes, you can ask immediate questions, anytime, about your data. 

But what if you didn’t have to ask at all? 

Introducing: Autonomous Insights

Autonomous Insights is your strategic signal finder. Every day, it surfaces three foundational truths drawn from deep behavioral patterns across your product and user segments, and points to how they are impacting adoption, retention, and user sentiment.

These are findings that would even drop the jaws of your CEO and Senior Director of Analytics, which is exactly what’s happened at Pendo. 

Autonomous insights reveals:

  • Key activation events that separate retained from churned users
  • Segment-specific behaviors that signal drop-off
  • Correlations between feature usage and long-term retention
  • Opportunities to improve onboarding, trials, and adoption paths

Accompanied by: Trends

If Autonomous Insights is your strategic compass, Trends is your pulse check. It lives on your homepage and flags major usage changes in the last 30 days:

  • Spikes in rage clicks on a your resource page
  • Sudden drops in usage of your onboarding checklist
  • Features gaining unexpected momentum

You don’t have to configure alerts, set up dashboards, or remember to open a report—it’s anomaly detection built for product teams.

“...[Trends] has surfaced some really good items that we never would have found otherwise. Especially on the really dark corners of the platform that are either broken or have specific client issues (e.g. via rage clicks, u-turns, etc.).”

-Product Manager, Fortune 500 Company

Why this is unlike anything else you’ll find

These insights aren’t a smarter chatbot or another layer on top of existing charts. This is a fundamental rethinking of how product analytics work.

With Pendo analytics, you now have:

  • A behavioral data engine purpose-built for product
  • An AI layer trained on what actually drives product outcomes
  • A design that has you turning data into action in seconds

We understand more than events and pageviews. We also understand your guides, segments, cross-product feature adoption, user feedback, and friction, and we connect it all.

Here are three examples of daily insights you could receive. Imagine what you and your team could do with this knowledge.

The next evolution of product analytics - in beta now

Together, Autonomous Insights and Trends mark a new era for Pendo Analytics. Instead of reactively waiting for you to ask a question, they put what you should be paying attention to right on your main screen.

Trends are live and included with Pendo Analytics today, while Autonomous Insights can be leveraged in a closed beta.

“This is what [our] people are asking for most. Our PMs are asking so many questions in Pendo…It’s a lot of work for them to be looking at the data in their new releases (and finding insights). They really want to understand the conversion and retention perspectives…I’m excited to share this with the product team."

- Product Leader, Mid-Market AI Company

No more chasing lagging indicators. No more digging for insights. Just unexpected, strategic clarity that works 24/7 so you don’t have to.

Want to see more? Schedule a demo.