This article helps you:
Understand the value of a funnel analysis in Amplitude
Plan and design your Funnel Analysis chart
Funnel analysis has become the cornerstone of event-based analytics. A funnel is a series of steps a user takes as part of the experience of using your product. Product managers often try to encourage users to navigate these funnels in order to demonstrate product value and to increase engagement. Amplitude considers a user to have converted through a step in the funnel if they trigger the event in the order you've specified.
Users who don't convert have dropped off. Knowing which steps of your funnel are leading to user drop-off is often a critical tool in improving engagement and stickiness.
Using Amplitude's Journeys features, you can easily identify and set up insightful funnels.
This feature is available to users on all Amplitude plans. See our pricing page for more details.
Funnels should track the flow of users along a critical path in your product. Each funnel step is a distinct action a user can take within a flow you want to analyze.
For example, if you were measuring an onboarding funnel, you may track the following events:
Create Account
→SignUpPage1
→SignupPage2
→Registration Complete
For an e-commerce platform, tracking a purchase funnel might involve the following sequence of events:
View Item
→Add to Cart
→Checkout
→Purchase Confirmation
These examples work great if you already know the paths your users take. However, it's impossible to know every possible navigation route within your platform, especially since the ones your customers are using may at first seem counterintuitive. Amplitude has additional features to help:
The next step would be uncovering the different paths users take before triggering these events, so you can encourage that behavior. You could start by trying to understand the actions users are taking immediately before triggering Search Song or Video
, by analyzing a flow ending with that event. You might find that Favorite Song or Video
is the most commonly-triggered event immediately before the Search Song or Video
event.
You could look at this in the other direction. What events are users triggering immediately after adding searching for a song? To answer this question, build a starting-with flow, beginning with that event.
When setting up your funnel, you will have to decide whether to use This Order, Any Order, or Exact Order mode. The first requires users to follow the specified order of events to be counted as converted, but they are also able to trigger additional events along the way. The conversion window is potentially much shorter for this mode: you can set it to as little as one second. Any order counts as converted all users who trigger the funnel steps in any order during the conversion window, which you can set anywhere between one and 90 days. Exact order works similarly to this order, but users may not trigger any other events along the way.
Read more in our Help Center article about building a funnel analysis in Amplitude.
Imagine you've been sending push notifications to certain users to get them to play songs. However, you've found that a lot of users trigger Add a Friend
, Play Song or Video
, and Add to Playlist
close to each other. Maybe it's worth understanding whether sending those push notifications actually makes those users more likely to also add more friends. If so, that would be a great insight, and would validate the hypothesis that push notifications have a complementary effect on other major KPIs.
Read more about the semantics of Amplitude's funnel conversion window.
Once you've designed a funnel analysis that will work for you, move on to our Help Center article on building a funnel analysis in Amplitude Analytics, and then learn how to interpret your results.
Your next goal should be to create a retention loop where you can get more users to come back and take the desired action—add more friends—which is correlated with retention, your main KPI in this scenario.
For example, you could go back to your funnel and use the Microscope feature to make cohorts of users who dropped off from the funnel at critical points, like Add To Playlist
and Add Friends
, and message them to take the corresponding actions.
You can use an in-house messaging platform or one of Amplitude's push notification partners like Airship or Kahuna to message these cohorts.
Now that you know all about Amplitude's Funnel Analysis chart, the next step is to build one for yourself.
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May 30th, 2024
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