AI-assisted Content Audit

Feb 16, 2026

With two content designers covering three brands, reviewing every version of every journey by hand wasn’t realistic. I built an AI-assisted audit workflow using a custom Claude skill to review the same core journeys across Sky Bet, Betfair and Paddy Power against each brand’s tone of voice and our content conventions. AI did the heavy lifting. I made the calls.

AI-assisted Content Audit

Feb 16, 2026

With two content designers covering three brands, reviewing every version of every journey by hand wasn’t realistic. I built an AI-assisted audit workflow using a custom Claude skill to review the same core journeys across Sky Bet, Betfair and Paddy Power against each brand’s tone of voice and our content conventions. AI did the heavy lifting. I made the calls.

Brand

Sky Bet, Betfair, Paddy Power

Brand

Sky Bet, Betfair, Paddy Power

Role

UX Content Designer

Role

UX Content Designer

Service

UX Content Design · Content Audit · Content Strategy

Service

UX Content Design · Content Audit · Content Strategy

Model in a red hoodie walking through a deep red studio

The Challenge

The Challenge

The same core sports journeys exist in three brand versions, each with its own voice. Checking them for consistency meant comparing hundreds of touchpoints side by side. AI could speed that up, but it doesn’t know a brand’s voice unless you teach it, and a confident wrong suggestion is worse than none.

What I did

What I did

  • Designed the audit framework first. Five core sports journeys (football, horse racing, tennis, basketball and golf), each assessed across four dimensions: UX copy and microcopy, navigation and IA labels, error and empty states, and onboarding and tooltips, with 40 touchpoints per sport.

  • Built a custom Claude skill grounded in real brand guidance. It reviewed each brand’s version of a journey against that brand’s actual tone of voice documentation and our shared content conventions. When Betfair’s guide shifted towards an “opinionated sports fan” voice, I updated the benchmarks to match.

  • Set rules for where brand voice gives way to clarity. On high-stakes actions, especially anything involving money, clarity beats personality. “Place bet” over a personality-led CTA, even on Paddy Power.

  • Kept a human at the wheel. The AI sped up the review and flagged issues. I checked its findings, investigated the causes and decided what to do.

  • Built the output for action. A structured spreadsheet with ratings, consistency flags, priority and status tracking, a summary dashboard, and per-brand quick-reference rules. Easy to amend and share with wider team members and leadership.

Results

Results

The most impactful finding was the inconsistent conventions across the three brands, I was able to trace them to two root causes:

  1. Changes that hadn’t been applied across the board: updates made in one place but not carried through everywhere

  2. Content added directly at build, without content design seeing it

That diagnosis turned a list of fixes into a process problem we could solve, by giving content design a clear way into the work before build.

This was all presented internally as a demonstration of how content design can use AI responsibly, something I'm keen to always keep front of mind.

Reflection

Reflection

AI is good at volume; reading hundreds of screens and spotting patterns. It’s not good at knowing when Paddy Power’s cheekiness helps and when it gets in the way, or at asking why something went wrong. The value came from designing the system around that: real brand guidance in, clear rules for judgement calls, and a person making the decisions.

It’s an approach I’ve been developing for a while. At PokerStars I built a similar system using ChatGPT. This has been the beginning of how I expect to embed AI into processes, I have more plans to develop usage of it further.

Let’s work together

Got a role in mind, or just want to talk content design? Get in touch.

LinkedIn

© 2026 Sophie Muir

Created with 🤍

Let’s work together

Got a role in mind, or just want to talk content design? Get in touch.

LinkedIn

© 2026 Sophie Muir

Created with 🤍

Let’s work together

Got a role in mind, or just want to talk content design? Get in touch.

LinkedIn

© 2026 Sophie Muir

Created with 🤍