Research that answers the question behind the question.

Case studies from 13+ years of mixed-methods research — comprehension studies, behavioral persona systems, and usability programs that informed product, marketing, and sales decisions at Lifeway Christian Resources.

Research in depth.

Each includes methodology, results, key insight, and reflection. PDF available for download.

Comprehension Study · Comparative Design

Checkout Savings Comprehension Study

Three checkout design variations. One question: which one do users actually understand — not just which feels easiest? The answer required separating perceived ease from real comprehension.

Key finding

Design 2 had 92% core accuracy and 85% overall comprehension — while Design 3 felt easiest but was understood least.

Research Program · Behavioral Analytics

The Lifeway Customer Research System

An 11-persona system grounded in behavioral analytics, usability research, and journey mapping — built to give product, marketing, and sales a shared understanding of Lifeway's faith-based customers.

Key finding

Search was the #1 discovery channel across all 11 personas. Doctrinal alignment was non-negotiable at every segment.

Comprehension Study · Banner Design

Free Shipping Banner Comprehension Study

Two banner designs communicating the same free shipping threshold. A 70-point clarity gap made the primary recommendation clear — but the losing design had something worth keeping.

Key finding

Design A: 90% free-shipping clarity. Design B: 20%. The recommendation was a hybrid, not a binary.

Checkout · eCommerce UX

Scaling Study Ordering for Group Leaders

A multi-phase usability research program examining how church leaders purchase Bible study materials at scale.

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Personas · Behavioral Research

Building Behavioral Personas for Ministry Leaders

A mixed-methods research program identifying four behavioral personas for church leaders and ministry staff.

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PLP · Filter Usability

Improving Product Listing Page Filtering

Evaluated multiple filtering interface designs on a high-traffic eCommerce listing page — two studies, one correcting a methodological flaw in the first.

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