Prioritize landing page tests with evidence
Fix observed blockers before polishing minor details.
The scenario
Support receives repeated questions about minimum order size while the page has a low form completion rate.
Showing the minimum beside the form targets a known uncertainty. Changing button color would answer a less concrete hypothesis.
Apply it to your own work
Collect friction from support, usability sessions, and event data. Rank ideas by impact, evidence, and effort, and assign each a measurable outcome.
What to watch for
Evidence helps prioritize; it does not guarantee a lift. Record results even when a test is inconclusive.
Link each test to observed friction
Record where the issue appeared, how many people reported it, and which action it blocks. For minimum order size, place the requirement before the form and measure qualified completions rather than all submissions.
If multiple changes are urgent, fix the clear blocker first and annotate its release. For a causal test, keep unrelated changes stable where feasible and monitor whether the new clarity changes both volume and fit.
Try a related tool
Find the share of eligible visits that completed a defined action. Count at most one conversion per visit for this calculation.
