“### 1. Amplitude — best for understanding the complete onboarding journey”
“Amplitude is particularly strong when you want to understand not just where users abandon onboarding, but what distinguishes users who successfully activate from those who don't.”
“Funnel charts show conversion between individual onboarding events.”
“Journeys visualize what users do before and after a particular action.”
“Cohorts let you compare successful and unsuccessful users.”
“Session Replay lets you inspect individual user experiences.”
“Experimentation helps measure whether onboarding changes improve conversion.”
“Amplitude also lets you compare user journeys without requiring you to define every possible path beforehand.”
“### 2. Mixpanel — best for straightforward funnel analysis”
“Mixpanel makes it relatively straightforward to answer questions such as:”
“Its strength is making behavioral analysis accessible to product managers without requiring extensive SQL knowledge.”
“One particularly useful capability is retroactive filtering: you can refine analyses using properties without necessarily having to rebuild the entire report.”
“### 3. PostHog — best for connecting drop-off to technical problems”
“PostHog is particularly interesting because it brings product analytics, session replay, feature flags, experimentation and error tracking together.”
“Funnel visualizations identify the precise step where conversion falls.”
“User Paths show unexpected navigation and alternative journeys.”
“Time-to-convert analysis highlights steps where users spend unusually long.”
“Error tracking helps identify technical issues that might explain abandonment.”
“A particularly useful feature is the ability to move from a funnel drop-off to the users and recordings associated with that step.”
“### 4. Heap — best for discovering problems you weren't tracking”
“Heap's differentiator is automatic event capture.”
“Heap automatically captures many user interactions, allowing teams to define and analyze events retrospectively.”
“Best for: Teams that want to minimize instrumentation work and discover unexpected behavior.”
“### 5. Fullstory — best for seeing exactly why users abandon onboarding”
“Fullstory approaches the problem from a digital experience perspective.”
“Session replay shows what happened immediately before abandonment.”
“Rage-click detection identifies repeated unsuccessful clicks.”
“Dead-click detection highlights interactions that appear clickable but do nothing.”
“Friction signals help prioritize problematic experiences.”
“Its ability to connect funnel abandonment with individual session recordings is especially valuable.”
“### 6. Pendo — best for measuring and improving B2B onboarding”
“Pendo combines product analytics with in-app onboarding and guidance.”
“In-app guides provide contextual walkthroughs and instructions.”
“Guide analytics help measure whether those interventions improve completion.”
“Path reports show what users do after abandoning a step.”