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Data-Driven Design

Grounding design decisions in measurable insight helped transform the workflow into a more intuitive and efficient experience — improving usability, increasing engagement, and driving measurable gains in overall product satisfaction.

90%
Home → Company conversion
88%
Cart → Purchase conversion
55%
Overall funnel conversion

Finding Where Users Dropped Off

Before redesigning a single screen, I mapped the full funnel — from entry, through the home and company pages, into cart, and on to purchase — to see exactly where people were exiting instead of continuing.

The home step alone retained just under 90% of visitors on to the company step, while exits clustered around a handful of specific pages. That data reframed the redesign brief from "make it prettier" to "remove these three specific points of friction."

Home 817
735 proceed to Company (89.96%)
Cart 519
455 proceed to Purchase (87.67%)
Purchase 455
55% funnel conversion rate
Top Exit Points — Cart
(exit)25
appointments/cart/13
www.site.com/11
appointments/home/8

Turning Exits into Fixes

Once I knew where people were exiting, I could ask why. Session-level detail showed most cart abandonment happened at a single ambiguous step — not a general lack of interest — which pointed directly to a design fix rather than a marketing one.

Iterating with the funnel data as a scoreboard kept the redesign honest: every proposed change was validated against whether it actually moved people forward, not just whether it looked cleaner.

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