A/B Testing

Conducted A/B testing across key pages to gather insights and refine the user experience.

RoleLead Designer
TimelineProduct overview
TeamProduct, Engineering
A/B testing

Overview

Across the homepage, lead-gen flow, and community pages, I ran a series of A/B tests to validate design assumptions with real user behavior rather than opinion.

Problem

Several design decisions — a binary budget selector, stacked contact methods, in-progress community pages — were based on assumption, not evidence.

What I did

  • Tested a search bar with care-type options above the fold on the homepage, aiming to simplify community search and improve data collection — the new bar didn't attract more input, prompting a redesign of the whole above-fold section
  • Tested consolidating a sticky chat bubble and a phone number that abruptly launched FaceTime into a single persistent contact module — blocked by technical constraints, which redirected the team toward a navigation redesign instead
  • Replaced a binary “below/above $2,000” budget option in the lead-gen flow with a granular slider for better data collection — paused by development constraints
  • Tested a “Request a brochure” CTA on community pages still under construction, to keep users engaged while those pages caught up

Outcome

A set of validated (and invalidated) hypotheses that redirected the roadmap — several tests didn't move the needle on their own, but directly informed the navigation redesign and lead-gen flow work that followed.

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