Real experiments. Real outcomes. Actionable patterns. Browse A/B tests with problem-to-solution framing, results, and recommendations for what to test next.
Problem: Coupon and promo code fields on homepages can distract users — they leave to hunt for codes, reducing completion rates.
Problem: Users arriving at the homepage can't efficiently find what they're looking for, increasing bounce rates.
Problem: The first screen of the homepage must immediately communicate value — if it doesn't, users bounce before scrolling.
Problem: How prices are displayed on the homepage directly influences perceived value and willingness to buy.
Problem: Visual elements on the homepage aren't doing enough to communicate value, build trust, or guide users toward the next step.
Problem: Friction during the homepage process causes users to abandon right when they're closest to converting.
The story behind this win is the iteration discipline. The first attempt at this homepage redesign changed two systems at once (messaging + routing) and produced an ambiguous result: the entry metric moved slightly positive while downstream metrics moved meaningfully negative. The team correctly identified that the routing change — which inadvertently replaced direct links to a personalized plan-search experience with modal-driven entry into a generic flow — was the downstream killer. The iteration restored the original routing and kept ONLY the homepage hierarchy changes. All funnel metrics moved directionally positive in lockstep (entry +2.38%, mid-funnel +7%, conversion +11.81%) — none stat-sig individually but consistent enough across the funnel to justify shipping. Element-level diagnostics confirmed the mechanism: the segment CTAs the team intended to promote saw a 26-30% lift in unique-visitor interaction, while the unchanged hero banner stayed flat (as expected). Two key behavioral observations: (1) page-length reduction surfaced a 4x lift on a previously buried bottom-of-page zip code input — proving the secondary lesson that 'less page' can mean 'more conversion real estate'; (2) desktop strongly outperformed mobile, with the suspected cause being mobile's lead-with-form pattern (zip code above hero) — putting the form before the message creates friction. The broader transferable insight: when a messy test confounds multiple variables, the right move is to isolate one variable in the next test, not to abandon the hypothesis.
Problem: Visual elements on the homepage aren't doing enough to communicate value, build trust, or guide users toward the next step.
Problem: Users on the homepage need validation from others before committing — without visible proof of success, they hesitate.
Problem: Users arriving at the homepage can't efficiently find what they're looking for, increasing bounce rates.
Problem: Users arriving at the homepage can't efficiently find what they're looking for, increasing bounce rates.
Problem: The headline on the homepage may not resonate with what users actually care about or address their top objections.
Problem: Users on the homepage need validation from others before committing — without visible proof of success, they hesitate.
Problem: The primary call-to-action on the homepage isn't converting at its potential — design, copy, or placement may be the bottleneck.
Problem: The first screen of the homepage must immediately communicate value — if it doesn't, users bounce before scrolling.
Problem: Each additional form field adds friction to the homepage, increasing the chance users abandon before completing their submission.
Problem: The headline on the homepage may not resonate with what users actually care about or address their top objections.
Problem: The first screen of the homepage must immediately communicate value — if it doesn't, users bounce before scrolling.
Problem: The first screen of the homepage must immediately communicate value — if it doesn't, users bounce before scrolling.
Problem: Coupon and promo code fields on homepages can distract users — they leave to hunt for codes, reducing completion rates.
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