
If users are given an intuitive app that includes search-based learning, pronunciation help, and personalized note-taking features, they will be more likely to stay consistent with their vocabulary practice and improve their fluency over time.


I conducted 4 user interviews and gathered feedback through usability testing sessions
(2 in person, 2 remote). I also studied apps like Quizlet, Brainscape, and AnkiApp, identifying key gaps:
Too much emphasis on memorization over context.
Frustration with complicated sign-up processes.
Lack of speech features or personal note options.
Key Research Takeaways
(Doing/Thinking/Feeling):
Users connect better with vocabulary when it’s tied to real life (projects, conversations, travels).
They appreciate repetition, pictures, and hearing pronunciation.
They dislike being asked to give too much personal data upfront.
Many want flexibility: voice, text, or image search depending on the moment.

User Stories & Job Stories
"As Sally, I want to boost my English vocabulary to excel in my career."
"When I encounter unfamiliar words, I want to learn pronunciation and meaning so I can use them in real conversations."
User Flow & Sitemap
I mapped out a simplified user journey—from opening the app to saving a word and adding a note. Key flows included:
Search (by voice, text, or image)
Save to folder
Add personalized notes
Use AI (LexiChat) for help
View progress with Insights
Wireframes & Prototyping
I created low-fidelity wireframes by hand to visualize each screen. Then I prototyped the core user flows using Figma, testing four tasks:
Create an account
Search and find a word
Edit folders / create a new folder
Add a note to a word
Each session lasted ~15 minutes. I asked users to think aloud while completing the tasks.
Key Findings:
TaskIssueSeverityFixCreate AccountToo many personal questions upfront3 (Major)Add “skip for now”; make permissions optionalAdd NoteIcon not clear3 (Major)Replace unclear icon with pencil symbolSearchSmooth and clear1 (Minor)Add search history for convenienceSave WordClear for most, some confusion1 (Minor)Replace “save” icon with "+" symbol for better clarity
Sample Feedback:
“Why does it ask for photo and nickname before I even try it?”
“I love the mic option—makes searching faster.”
“I couldn’t tell that icon meant notes—I’d miss it!”

Based on testing, I planned several improvements:
Onboarding:
Add a short welcome screen explaining app features
Let users skip sign-up and start searching immediately
Notes Feature:
Use a pencil icon
Include notes in the bottom navigation or a "+" menu
Fun Additions:
Explore a mini word challenge or game on the homepage
Navigation:
Clarify icon meaning with hover text or brief tooltips
Permissions:
Move camera/mic requests to the search bar contextually
Through user-centered design and real testing, I built a vocabulary app prototype that’s flexible, inclusive, and easy to use. The final result is a more thoughtful, intuitive learning experience with:
Personalized folders
Note-taking and AI support
Voice/image/text search
Simple onboarding and privacy options


Designing LexiPedia helped me grow as a product designer by showing how even small barriers—like a confusing icon or long sign-up form—can create major friction for users. Listening to real feedback was key. I learned to:
Prioritize simplicity and flexibility
Test early and often
Design for real-life use, not assumptions