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Mary Fran Wiley

Experience Design Leader

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4 circular bar graphs representing XQ audit scores

Experience Quotient (XQ) Audit Methodology

Problem

UX audits often rely on qualitative data that is hard for clients outside the discipline to understand quickly. The necessary deep dives into experiences overwhelmed senior clients with unnecessary information and didn’t provide clear benchmarks to measure against for success.

Solution

The resulting framework takes frequency of a statement being true and plots it on an ordinal scale. There are both overall scores and category scores which can be shared via a numerical score accompanied by a circular bar graph in branded colors.

Approach

Example slide showing the 4 categories and their subcategories
The 4 dimensions of an XQ score

Drawing on a variety of UX audit methodologies I’ve used during my career, I developed a scoring system that assigned scores on a scale of 1-5 based on how frequently a variety of statements were true. Numerical scores play well with clients and tell a strong story. Working with a data analyst, I built a spreadsheet that calculated the score automatically.

screen shot of audit spreadsheet with a spider graph of scores in the upper right and answers to audit questions in 2 columns on the left
Example slide showing an XQ score

It was important that this audit avoid blind spots that many other audit formats have, particularly around identifying bias and micro aggressions within interfaces. The audit covers Nielsen’s heuristics, WCAG 2.1 guidelines, content best practices, brand identity and technical implementation.

The XQ audit can be used for both comprehensive deep-dives and as a framework for a competitive audit that focuses on key pages within the experience.

See Example
Example slide showing competitor scores

It’s time to audit your usability & accessibility

Companies large & small are being sued for ADA violations for inaccessible websites and no matter the outcome, it’s always expensive. Get ahead of issues by getting a clear picture of what your company needs to do.

Start your audit

Project Details

Role
Experience Design Lead

Client
Lightlife, Cox Communications

Team Members
Anastasia Miranda & Spyridon (UX Architects) tested iterations of the analysis spreadsheet

Heuristics & Guidelines
Nielsen’s Heuristics
WCAG 2.2 AA guidelines

Mary Fran Wiley

Copyright © 2025 · Yes, Mary Fran is my first name. But who is Aoife?