How do I validate the effectiveness of a feature?
I use the below tools in my work to manage analytics:
Google Analytics
Tealium
Firebase
What did I like about Google Analytics?
It's interactiveness
The user segmentation
How does it help me?
Form a hypothesis.
Frame it as a question to validate the hypothesis
Create relevant user segmentation and validate the events
Example:
Hypothesis
The % of successful signup is 100 on Mobile devices
Question
Do mobile users have 100% successful signups?
How do I test it?
Create a user segment of mobile devices - With varied parameters given below
App
Device Brand name
Exclude vs Include
Add a secondary dimension if required to look for a specific bunch of events
- The event starts/contains with "signup"