MyPerfectResume AI Write It For Me Web

Crafting confidence through personalized AI design

Personalized Resume Content via

AI Write It For Me

When I first opened Bold’s AI resume builder, it felt smart but impersonal driven by expert-written templates that didn’t reflect real users. We reimagined it to feel like a personal career coach: clear, adaptive, and human. Two weeks later, a personalized AI optioned turned generic content into personalized one, lifting engagement by 25% and inspiring users to say, “It finally feels like my story.

AI Write It For Me

My Role

Led content strategy and Product Design to balance creator needs, expert-written content, and AI enhancements.

Time

Design is too complicated. We strip away unnecessary complexity.

Impact

↑ 25% user engagement

4 markets launched

AI Write It For Me

To personalize job content to fit whatever job that users want

I collaborated with our research to go deeper with the problem, and it showed a confidence gap. Users knew their story but couldn’t find the right words. The expert content felt generic, making her lose motivation and drop off.

Why Users Like Peggy Gave Up?

Users know their experience but not how to phrase it, and expert content isn’t personalized enough, leaving sections blank and lowering conversions.

Final Design Strategy

This case study focuses on three areas of the resume experience content, personalization, and hierarchy.

Option 1 : Personalized AI
Resume Experience

Enable users to create resumes that reflect their unique stories. Explorations focused on balancing AI-generated content with human tone and personalization.

Balanced Options
Expert written content vs AI enhancement content

To prevent users from getting stuck, I framed AI as a collaborative partner and defined smart triggers with data teams, helping users stay guided and in control. So that I created below two options to be considerate: