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inconclusive+25.0% lift

Booking: Booking Page Optimization

Hypothesis

UX improvements to 's booking page will reduce friction in the booking flow and increase the percentage of visitors who complete a service booking.

LayoutCheckoutServicesserviceshome-servicesbookingux-audittrust

Test Results

Key Learning

Context: Users on the booking need validation from others before committing — without visible proof of success, they hesitate.

What was tested: Service booking pages require strong trust signals — testimonials, guarantees, and team credentials reduce booking hesitation. Increased time on site alongside higher conversion can indicate users are finding more relevant information before deciding. Local service businesses converting at 3.5%+ are top performers — getting there from 2.8% represents meaningful competitive advantage. Home services buyers have high trust requirements

Result: No statistically significant difference was detected. This null result is still valuable — it narrows the search space and helps calibrate your minimum detectable effect for future tests.

How to Apply This to Your Site

This experiment tested booking: booking page optimization but produced no statistically significant change. The test was run on a checkout page in the services industry. Inconclusive results suggest this particular change may not be a priority — focus testing effort on higher-impact areas.

Before you test: Consider that layout tests typically require adequate traffic to reach statistical significance. Run your test for at least 2 full business cycles to account for weekly traffic patterns.

What Was Tested

a home cleaning services company, worked with Oddit to optimize their online booking conversion. Booking conversion improved from 2.8% to 3.5% — a 25% increase in bookings. Time on site also increased 25%, suggesting users became more engaged with the site content (likely spending more time reviewing service options or trust signals) before booking.

Methodology

Confidence Level
85%
Lift Range
20.0% to 30.0%

Build On These Learnings

Save your own experiments, spot winning patterns across your test history, and stop repeating what's already been tried.

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