Press Ganey

Reputation

AI review-response assistant

The CPO wanted an AI product on stage in two weeks. What shipped was Write It For Me, an assistant that drafts the first reply to every patient review, built for the people who actually do the replying.

Role
Senior product designer
Focus
Healthcare, AI, Product design

The problem

Leadership wanted an AI product on stage in two weeks, with nothing defined yet

What I did

Turned the ask into Write It For Me: picked the product, led the research, and designed AI drafting into the reply flow people already used

What changed

Replying to patients went from a chore to a quick habit, and the people doing it said so

My part

  • Ran the kickoff that chose where AI should live
  • Led research with product, UX research, and customer success
  • Designed the new review screen and Write It For Me
  • Mapped the feature from 1.0 to 5.0 so it could ship small and grow

Who I worked with

  • Principal product manager
  • VP of product
  • A small engineering team
  • Two junior designers I supported
35%faster responses to patient comments
20%more comments closed
27%less time needed in the product to finish the job
4.0NPS out of 5, up from 3.2

01 · How it started

Two weeks, and a very big ask

Some projects start with research. This one started with an email.

I wish that were a joke. But under the panic was a real question: where could AI genuinely help Press Ganey’s customers, and could the company show it was leading healthcare instead of chasing it? The job was to turn a headline into a product.

02 · Picking the spot

Don’t start from scratch. Start where it counts

I ran a kickoff with the SVP, the general manager, and six product managers to find which roadmap could absorb something new. We landed on Reputation, the tool health systems use to monitor and answer patient reviews from across the web, for three reasons:

  • Engineering and design were already rewriting its code, so the new work could ride along
  • It’s one of the most visible products Press Ganey has, inside and out
  • Turning parts of it into widgets was already on the long-term roadmap, and AI was a natural first step

From there, we agreed on who owned what, how risk would be handled, and what “done” looked like before the conference and after it.

The Reputation overview: star ratings by source, sentiment breakdown, review volume, an AI patient feedback summary, and a queue of reviews needing a response

03 · Research

Design for who uses it, not who buys it

With a product manager, a UX researcher, product marketing, and customer success, we looked at market trends, competitors like Medallia, customer demographics, and the regulations around AI in healthcare. Three findings shaped everything:

  • Thousands of people live in this toolThey monitor millions of pieces of feedback on provider performance.So it has to be accessible and inclusive, for every ability, language, and device.
  • The user isn't the doctorMost people replying to reviews work in marketing or administration.So build for them, the people who use it, not the executives who buy it.
  • It's four hours a dayThe average user spends half a workday, three to four days a week, closing the loop on feedback.So don't invent a new job. Make the one they already do faster.

The researcher, customer success, and I also picked four clients for a limited release, so the product would meet real users before it met everyone.

04 · Designing it

From a cluttered modal to one clear screen

The old review details view crammed everything into a pop-up: the review, its history, categories, and the reply form, all competing for attention. Working with two junior designers, I took it apart and rebuilt it in stages, from gray boxes to a layout that puts the review, the reply, and the task side by side.

The legacy review details modal, crowded with fields and small text
Before: everything in one pop-up
Low-fidelity wireframe with three gray columns: review, owner and respond, history and comments
Lo-fi: three jobs, three columns
Mid-fidelity wireframe with the review on the left and the reply form on the right
Mid-fi: the reply gets room
Mid-fidelity wireframe adding history and notes, with an AnswerAssist option in the reply
Mid-fi: AI joins the reply

Write It For Me

One button, right where the reply starts. It reads the review and drafts a thoughtful response in the health system’s voice. Don’t love it? Try again. Everything stays editable, and nothing goes out until a person presses Send.

The hardest part of replying is starting. So the product starts for you

The final Respond to Reviews screen: the review with sentiment and categories, a Write It For Me button above the reply, and task status, owner, and response type on the right

05 · How we worked

Show something real, early and often

Two weeks to a conference demo, then months to a real release. Stakeholders saw prototypes, wireframes, and mockups at every stage, and brought their own pieces to the table too. Rolling check-ins and quick group chats kept the feedback honest and pointed.

I stay hands-on at every fidelity. It keeps my own skills sharp, and it means the junior designers I support see how decisions get made, not just what got decided. Every design challenge is a growth opportunity, for them and for me.

06 · Snags along the way

Three problems, three design answers

  • The AI would be limitedWrite It For Me ran on AnswerAssist, an in-house engine that wouldn't do everything we wanted by launch.
    Design answerMeet engineering where they are. With the juniors, I mapped the product from a 1.0 to a 5.0, so it could ship small and grow.
  • Clients worried about AIThey raised legal, regulatory, and social concerns. In healthcare, that stigma is real.
    Design answerPut people in charge. The feature can be switched on or off for each user, each client, and the whole platform.
  • AI was everywhere, often freeThe product needed enough obvious value to hit sales goals for Reputation and the whole business unit.
    Design answerGive it a name that says what it does. "Write It For Me" made the value easy to grasp, stood out from the crowd, and gave marketing something to work with.
Concept: an Apple Watch notification reading New feedback, Respond with AnswerAssist, with a slide-to-respond control
Where it could go next: a reply, drafted and ready, from your wrist

07 · The result

Faster replies, happier teams

Write It For Me went to the limited-release clients first. Teams using it replied to patients 35% faster and closed 20% more comments, while spending 27% less time in the product to do it. Satisfaction followed: NPS climbed from 3.2 to 4.0 out of 5.

"We're always focused [on] conversion. Reputation is the digital front door. In the 11 months since we partnered with Press Ganey, we saw twice the number of users enter our site, compared to the previous two years, when we had been with the other vendor. It feels like we respond twice as fast to feedback now."

Ashleigh Churchward, Director of Digital Channel Strategy, Northwell Health