The Career Switch Playbook into Product Management by Nkeonye Akumah - HTML preview

Understanding these stages helps you identify where improvement is needed.

For example:

• High acquisition but low retention → onboarding problem.

• Strong engagement but low revenue → monetization issue.

Metrics guide focus.

A/B Testing Basics

A/B testing compares two versions of a feature to see which performs better.

Example:

• Version A: Blue signup button

• Version B: Green signup button

Half of users see Version A. Half see Version B. Results are measured.

A/B testing helps:

• Reduce guesswork

• Validate ideas

• Improve conversion rates

Basic A/B testing process:

1. Define hypothesis

2. Create two versions

3. Split users randomly

4. Measure results

5. Decide based on data

Here is a simplified visual:

Even small improvements can create large long-term impact.

3. Technical Awareness (Without

Coding)

You do not need to write code. But you must understand how software works at a basic level.

APIs

An API (Application Programming Interface) allows different systems to communicate.

For example:

• A payment gateway connects to an e-commerce app.

• A weather app connects to a data provider.

Think of an API as a bridge between systems.

When product professionals understand APIs, they:

• Know integration possibilities

• Estimate complexity

• Avoid unrealistic requests

Simple API concept: