Before you build, not after
Live experiments are excellent for measuring what a change does to a number, but they need traffic, engineering time, and a finished page. When the question is still which direction to build, asking people directly is faster and answers a different question: not which converts better today, but which one people actually understand.
Clarity is what usually decides it
The most common thing respondents describe is whether they grasped what the business does. That feedback is specific, actionable, and hard to argue with in a client conversation — particularly when it comes from the client’s own audience.
What you get
- Compare directions without building them
- Written reasons alongside every choice
- Themes across responses, not a raw export
- Evidence for the recommendation you present