What is an experimentation roadmap?
An experimentation roadmap is a prioritized schedule of the tests a team plans to run, such as A/B tests on ads, pages, or offers. Each entry states a hypothesis, the metric it should move, and when it will run.
Last reviewed .
What goes in the roadmap
Each test should have a clear hypothesis, a primary metric, the audience or page involved, an expected effect, an owner, and a time frame. A short note on what you'll do if the test wins or loses keeps results from sitting unused.
How to prioritize tests
Teams often score ideas on factors like expected impact, confidence, and ease, then run the best-scoring ones first. ICE (impact, confidence, ease) and PIE (potential, importance, ease) are common frameworks you can adapt.
Traffic matters too. A test needs enough visitors or conversions to reach a reliable result in a reasonable time.
Keeping it useful
Review the roadmap on a regular schedule and add what you learn from each result. A good roadmap changes as evidence arrives, and it records past tests so the team doesn't repeat them.
Common questions
Why do you need an experimentation roadmap?
It keeps testing focused on the biggest opportunities and avoids random tests. It also gives the team a shared record of what has been tried and learned.
How many tests should be on a roadmap?
That depends on your traffic, team capacity, and how many tests can run without affecting each other. Plan only as many as you can run properly and analyze.
What makes a good test hypothesis?
It states what you'll change, what result you expect, and why. For example, shortening a form should raise submissions because it asks for less effort.
Does a failed test still belong in the roadmap?
Yes. A test that fails to beat the control still teaches you something. Record it with the result so you can build on it later.
Want help putting this to work?
Tell us where your marketing stands today, and we'll show you what to do first.