Context (what was happening)
FashionFwd saw steady traffic growth, but conversion lagged behind category benchmarks. Heatmaps showed users stalling on sizing, shipping, and material trust cues before checkout.
Constraints (budget, timeline, what couldn’t change)
The team had two weeks and could not change photography, pricing, or the checkout flow. Only the product detail page and above-the-fold layout were in scope.
Hypothesis (what you believed + why)
We believed conversion would lift if key decision drivers were surfaced earlier and the page hierarchy reduced scanning effort. Trust and fit clarity were the main friction points.
What We Changed (bulleted list)
- Moved size guide, fit notes, and model details above the fold.
- Inserted a sticky ATC bar on scroll for mobile.
- Added shipping/returns badges next to price.
- Re-ordered reviews to show verified photos first.
- Highlighted top three material benefits in a compact callout.
The Experiment Plan (5–7 steps)
- Benchmark PDP conversion, scroll depth, and ATC rate for 14 days.
- Launch new PDP layout to 50% of traffic via feature flag.
- Monitor ATC and checkout starts daily for early regression.
- Review heatmaps on day 5 to validate new hierarchy.
- Expand to 100% traffic on day 7 if KPIs hold.
- Run a follow-up survey to validate fit/returns comprehension.
Results (table with before/after; use reasonable placeholder metrics)
| Metric | Before | After |
|---|---|---|
| Conversion Rate | 1.6% | 2.3% |
| Add-to-Cart Rate | 6.8% | 9.1% |
| Scroll Depth (75%+) | 41% | 55% |
| Return Rate | 12% | 11% |
| AOV | $86 | $88 |
What Worked / What Didn’t
The biggest lift came from surfacing fit guidance and shipping clarity early. The sticky ATC bar also improved mobile conversion without hurting scroll depth.
Moving reviews too high initially crowded the gallery; we adjusted the layout to keep imagery dominant on mobile.
Repeatable Takeaways (bullets)
- Put the top three decision drivers above the fold.
- Make fit and returns clarity visible before the first scroll.
- Use sticky CTAs to reduce back-and-forth on mobile.
- Test hierarchy changes before adding new content blocks.
Keep exploring
Browse more breakdowns or jump into tactical playbooks for your next test.