Amplitude: Product Analytics Guide
Amplitude is the product analytics platform that lets you understand user behavior in real time. Learn how to set it up, what metrics to track, and how to...

Pendo is a product experience platform that combines three capabilities in a single tool: product analytics, in-app guides, and feedback collection. It's designed for product teams that need to understand how their software is used, guide users inside the application, and prioritize the roadmap based on real data.
Founded in 2013, Pendo is used by over 10,000 companies including brands like Salesforce, Okta, and Zendesk. Its differentiator from purely analytical tools like Amplitude or Mixpanel is that it doesn't just measure behavior — it also lets you act on it in real time with guides, tooltips, and contextual surveys.
Pendo automatically records user interactions with the interface (clicks, pageviews, visited elements) without requiring manual instrumentation for most events. This lets you start analyzing from day one without depending on a development team for each new tracking requirement.
Analyses include funnels, paths (navigation flows), retention, and segmentation by any user or account property.
Guides are overlays that appear inside the application for onboarding, feature announcements, contextual tooltips, or NPS surveys. They're created with a no-code visual editor and segmented by user type, plan, behavior, or lifecycle stage.
This is especially relevant for SaaS CRO, where onboarding determines activation and activation determines retention.
Pendo lets you collect structured feedback inside the application and link it to usage data. Users can vote on features and the product team can prioritize based on real impact (revenue from accounts requesting a feature) rather than request volume.
| Feature | Pendo | Amplitude | Mixpanel | WalkMe |
|---|---|---|---|---|
| Product analytics | Good | Excellent | Excellent | Basic |
| In-app guides | Excellent | No | No | Excellent |
| Native feedback | Yes | No | No | No |
| Session replay | Yes | Yes (add-on) | No | Yes |
| Retroactive analytics | Yes | No | No | No |
| Pricing | Enterprise | Freemium | Freemium | Enterprise |
Pendo's advantage is the combination. If you need deep analytics, in-app guides, and feedback in a single platform, Pendo avoids having to integrate three separate tools.
Define the 3–5 events that constitute activation (the aha moment) and create guides that lead users there. Measure the completion rate of each guide and optimize the steps with the highest drop-off.
When you launch a new feature, use segmented guides to show it only to users who would benefit. Measure adoption with funnels and compare cohorts (users who saw the guide vs those who didn't) to validate the impact.
Identify usage patterns that predict churn (users who stop using key features, reduce login frequency, or don't complete configurations). Create proactive guides to re-engage these users before they cancel.
Cross-reference feedback data (what users request) with analytics data (how they behave) and revenue data (how much the accounts requesting something are worth). This turns the roadmap from "team opinions" into "data-driven decisions."
Pendo is the most complete platform for product teams that need to understand, guide, and collect feedback in one place. Its combination of analytics, in-app guides, and feedback makes it especially useful in SaaS where the product experience is the primary conversion driver.
If you're optimizing conversion for your digital product, a CRO audit can identify exactly where onboarding, activation, or retention are losing users.
Adrià Vidal — CRO & Digital Strategy at Boost
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