Responsibilities
User Research・Ideation・Wireframing・Prototyping・Usability Testing
Tools
Figjam・Figma・Keynote・CapCut
Team
Solo Project
Timeline
July 2024~October 2024

Facebook

Social Engagement | Retention | Ad Targeting

Boosting user satisfaction by adding a new feature to Facebook

Overview
Facebook users primarily connect with friends and family, but often feel overwhelmed by ads. To address this, I focused on reducing ad-related frustrations by linking relevant ads to friends’ posts and providing a customizable feed, ultimately enhancing engagement and meeting business goals.
THE PROBLEM

Overwhelming ads and irrelevant content make navigating Facebook frustrating

Users want to stay connected with friends, share moments, and engage with groups, but feel overwhelmed by ads and scams. They are also dissatisfied with the content quality, finding it often uninteresting and irrelevant.


Most of the time, I get bored quickly because a lot of the posts these days are advertisements.

Most of the time,
I get bored quickly because a lot of the posts these days are advertisements.


Challenge 1.

Overwhelming ads make it difficult to find meaningful content and friends' posts.

Challenge 1.

Overwhelming ads make it difficult to find meaningful content and friends' posts.

Challenge 1.

Overwhelming ads make it difficult to find meaningful content and friends' posts.

Challenge 2.

Content feels uninteresting or irrelevant.

Challenge 2.

Content feels uninteresting or irrelevant.

Challenge 2.

Content feels uninteresting or irrelevant.

Challenge 3.

Hiding ads is time-consuming due to multiple steps and required feedback.

Challenge 3.

Hiding ads is time-consuming due to multiple steps and required feedback.

Challenge 3.

Hiding ads is time-consuming due to multiple steps and required feedback.

Why do these problems matter?

User Retention & Engagement:
Poor experiences lead to reduced activity or users leaving, while relevant content keeps users engaged.

Ad Effectiveness:
Showing relevant ads increases advertiser success and reduces wasted opportunities.

Trust & Control:
Easy ad management fosters user trust and a sense of control over their experience.

THE SOLUTION overview

Ignite users’ interest and give them more control

Outlining the solution

Add features on Facebook to improve the user experience. Link ads to a user's friend's posts, allowing users to discover more relevant information of interest. Customize the Mindset Map based on user preferences to give users greater control over their feed.

Explore your friend's journey
Follow your friend's lead
Set up Mindset Map to tailer feed
Set up Mindset Map to tailer feed
USER RESEARCH

Qualitative interviews reveal key pain points and opportunities

I conducted remote interviews with six women aged 30–50 who use Facebook to connect and share life moments. Through guided discussions and follow-ups, I identified key pain points and the need for deeper understanding.

"This is a picture, but I find it less relevant. Why are you showing me this? I don’t need a life lesson from someone I don’t even know."

Kenyu
Kenyu
Professor in the USA
40+ years old
Professor in the USA
40+ years old

0:00/1:34

"I can find a lot of information within the groups from my country that have already made this step, so I can get helpful advice, contact them, and receive their support."

Lucie
Lucie
Software-Tester in German
30+ years old
Software-Tester in German
30+ years old

0:00/1:34

"I want to save it, but it will put it up as an archive, which function is really a bit annoying. It has deep potential, but they are hidden very deeply."

Emily
Product Manager in Taiwan
40+ years old
Emily
Product Manager in Taiwan
40+ years old

0:00/1:34

"…more than just seeing my friends' posts or things like that. I'm also seeing a lot from news channels that I don’t even follow."

Hemail
Hemail
Jewelry Designer in India
30+ years old
Jewelry Designer in India
30+ years old

0:00/1:34

Research insights

Users find much Facebook content uninteresting or irrelevant but value it for local connections and community engagement.

1

Users find much Facebook content uninteresting or irrelevant but value it for local connections and community engagement.

1

Users find much Facebook content uninteresting or irrelevant but value it for local connections and community engagement.

1

Ads are overwhelming, making it difficult to find meaningful content and friends’ posts.

2

Ads are overwhelming, making it difficult to find meaningful content and friends’ posts.

2

Ads are overwhelming, making it difficult to find meaningful content and friends’ posts.

2

Hiding ads is a frustrating, time-consuming process that disrupts the user experience.

3

Hiding ads is a frustrating, time-consuming process that disrupts the user experience.

3

Hiding ads is a frustrating, time-consuming process that disrupts the user experience.

3

Secondary RESEARCH

Competitor analysis highlights strengths and market positioning of key social platforms

These social media platforms aim to entertain, connect, and engage users, but cater to different content styles and audience preferences. Instagram leverages its established presence and diverse features, while TikTok attracts users with its viral, engaging format. Both are strong competitors to Facebook.

Key market opportunities

User interviews revealed that ads are the main concern on Facebook. Therefore, I compiled these key opportunities to focus on improving user experience by making advertising more personalized, engaging, and relevant.

Enhance personalized user experiences by integrating shopping, e-commerce, live commerce, and AI-driven relevant content.

1

Enhance personalized user experiences by integrating shopping, e-commerce, live commerce, and AI-driven relevant content.

1

Enhance personalized user experiences by integrating shopping, e-commerce, live commerce, and AI-driven relevant content.

1

Boost user-engaging ads by enhancing community features, professional networking, and business interactions.

2

Boost user-engaging ads by enhancing community features, professional networking, and business interactions.

2

Boost user-engaging ads by enhancing community features, professional networking, and business interactions.

2

Introduce practical educational support to help users better understand and interact with ads and creator content.

3

Introduce practical educational support to help users better understand and interact with ads and creator content.

3

Introduce practical educational support to help users better understand and interact with ads and creator content.

3

Framing the opportunity area

Enriching the user experience by reimagining ads

By analyzing user needs, goals, and pain points, I focused on nurturing the core product experience. This user-centered approach ensures that stakeholder interests and user needs are aligned, guiding the development process toward a solution that benefits everyone.

Opportinity

How might we implement a feature that can strategically introduce a suitable number of enticing and useful advertisements that align with users’ needs and preferences?

How might we implement a feature that can strategically introduce a suitable number of enticing and useful advertisements that align with users’ needs and preferences?

How might we implement a feature that can strategically introduce a suitable number of enticing and useful advertisements that align with users’ needs and preferences?

IDEATION PROCESS

Needs and business goals for a win-win solution

Intrusive ads were a major pain point, creating a conflict between user needs and business goals. My key decision was to make ads a seamless part of the user journey.

User goals

・Stay updated with friends and family.

・Stay updated with friends and
family.

・Stay updated with friends
and family.

・Access content relevant to their needs
and interests.

・Access content relevant to their
needs and interests.

・Access content relevant to
their needs and interests.

・Easily control their feed.

Business goals

・Improve ad effectiveness for the target
audience.

・Improve ad effectiveness for the
target audience.

・Improve ad effectiveness for
the target audience.

Designed Solution

Follow a friend's post:
Allow users to seamlessly discover more information and relevant ads based on their friends' posts, creating a non-disruptive browsing experience.

Mindset Map:
The Mindset Map gives users direct control over their ad preferences, allowing them to personalize the ad algorithm.

Follow a friend's post:
Allow users to seamlessly discover more information and relevant ads based on their friends' posts, creating a non-disruptive browsing experience.

Mindset Map:
The Mindset Map gives users direct control over their ad preferences, allowing them to personalize the ad algorithm.

Visualizing the user path for concept testing

I translated my concepts into two primary task flows to prepare for testing. By illustrating the core user paths, I could effectively clarify and validate the proposed features and their interaction models.

Task flow 1: The user explores a friend’s post to discover additional information and relevant ads.
Task flow 2: The user refines their mindset map to improve the ad algorithm based on their preferences.
Wireframing

Structuring the solution with Mid-fidelity wireframes

I created mid-fidelity wireframes to translate my initial ideas into a clear, tangible structure.

Feature 1 :
Follow friends' posts to explore more information

Feature 2 :
Mindset Map for personalized ad preferences

Step 1: Build preferred topics
Step 2: Adjust the desired level and confirm
Final Design | Feature 01

Explore a friend’s post to discover additional information and relevant ads

Explore a friend’s post to discover additional information and relevant ads

Explore your friend's journey

User Need 1:
Stay connected with friends and family by sharing important moments.

Solution

A family trip to Nacpan Beach shared by your friend, Sophia.

What you’ll see:

Area Location: Relative map showing nearby restaurants and hotels.

Tailored Ads: Promotions for local shops, hotels, and restaurants are displayed below the post.

Final Design | Feature 01

Explore a friend’s post to discover additional information and relevant ads

Support your furry friends

User Need 2:

Stay connected with friends and family by sharing life experiences.

User Need 2:
Stay connected with friends and family by sharing life experiences.

Solution

Your friend Harper shared photos from a hiking adventure with her dog.

What you’ll see:

Tailored ads featuring pet products, local shops, and animal shelters make it easy to show your support.

Follow your friend's lead

User Need 3:
Discover and enjoy new places your friends visit, sharing experiences beyond photos.

Solution

Your friend Sophia shared photos from a beautiful street.

What you’ll see:

Tailored ads showcasing similar-style dresses from stores featured in the post, displayed below it.

Final Design | Feature 02

The user refines their Mindset Map to improve the ad algorithm based on their preferences

Get more control and better fit users’ interests

Problem:
Ads are often irrelevant and don’t match users’ interests.

Solution
Users customize their feed by setting preferences through audio input or by selecting topic chips, enabling a more personalized ad experience.

Final Design | Feature 02

The user refines their Mindset Map to improve the ad algorithm based on their preferences

Setting up the Mindset Map intuitively

Problem:
Hiding ads is frustrating and time-consuming.

Solution
Place the Mindset Map icon on each advertisement, allowing users to easily set their preferences directly from the ad.

Validating process & results

Measuring design effectiveness

Following a friend’s post resulted in high satisfaction with the map and relevant ads, while the Mindset Map feature needs further refinement to enhance intuitiveness. I assessed both features using Success Metrics and Severity Ratings to ensure they meet user needs.


“If I click on the map, I appreciate the map information right below the post. My interest is high at the moment, so it’s very helpful to see what’s there.”


0:00/1:34

Feature 1 :
Follow friends' posts to explore more information

Feature 1 :
Follow friends' posts to explore more information

Feature 1 :
Follow friends' posts to explore more information

Success Metrics

100%

100%

Task Completion

All tasks completed successfully

100%

100%

Task Efficiency

Tasks rated easy to complete

100%

100%

Overall Satisfaction

Users satisfied with the app
Severity rate : Critical > Major > Serious > Minor

29%

29%

Clear ad borders needed (2/7)

Minor Severity
Needs improvement

43%

43%

Ads appeal

issues (3/7)

Minor Severity
Needs improvement


When you change the setting, you want to save it, right? I’m confirming my selection now, and I expect to see a different type of button.


0:00/1:34

Feature 2 : Mindset Map for personalized ad preferences

Success Metrics

43%

43%

Task Completion

All tasks completed successfully

43%

43%

Task Efficiency

Tasks rated easy to complete

71%

71%

Overall Satisfaction

Users satisfied with the app
Severity rate : Critical > Major > Serious > Minor

71%

71%

No clear 

guidance (5/7)

Critical Severity
Needs improvement

43%

43%

Mindset Map

icon position (3/7)

Critical Severity
Needs improvement

57%

57%

Chip and voice input (4/7)

Major Severity
Needs improvement

Takeaway

Following a friend’s post resulted in high satisfaction with the map and its relevant ads.

1

Following a friend’s post resulted in high satisfaction with the map and its relevant ads.

1

Following a friend’s post resulted in high satisfaction with the map and its relevant ads.

1

The Mindset Map settings need further refinement to enhance intuitiveness.

2

The Mindset Map settings need further refinement to enhance intuitiveness.

2

Gamified features engage younger users and boost task completion rates.

2

Selecting chips to make decisions is an effective and actionable approach.

3

Selecting chips to make decisions is an effective and actionable approach.

3

Selecting chips to make decisions is an effective and actionable approach.

3

prioritization

Organizing feedback for improvements

I organized the feedback from seven testers into a feedback grid and clustered it into distinct themes to identify overall satisfaction and key severity issues. This process helped clarify which features meet users' needs and which require improvement.

Do Now

Improve the chips and recording usage

4/7 testers

Lack of clear guidance

5/7 testers

The location of Mindset Map issue

3/7 testers

Enhance ads visibility and attraction

3/7 testers

Lack of obvious relationship

2/7 testers

Make it as a group of elements

1/7 testers

Make a Plan

Fill in Task

Can Do Later

The number of topic setting issues

2/7 testers

Create a "Recent Viewed Topics" feature

1/7 testers

+

High

Effort

-

Low

+

High

Impact

-

Low

Gains

(What worked)
High interest in the map and destination
Intrigued by relevant ads
Satisfied with the Mindset Map feature

Pains

(Need to improve)
Enhance ad visibility
Ensure a clear layout
Mindset map:
1. Clarity in settings


2. Positioning issues


3. Chip and recording setting issues

Ideas

Add restaurants, shops, and hotel information on the map

Questions

Mindset map: 

What if I have more or less than four topics?
CONCLUSION & KEY LEARNINGS

What I have learned

Growing as a UX designer by identifying and delivering user-centered, impactful solutions

This project was a significant milestone in my growth as a UX designer, challenging me to identify and implement a meaningful and impactful feature to enhance the user experience on Facebook. While adding a feature might seem straightforward, I learned that the real complexity lies in determining which features benefit users and address their pain points. Through the UX design research process, I extracted valuable insights from users and explored potential solutions grounded in their needs. This experience deepened my understanding of user behaviors and expectations and strengthened my ability to create user-centered designs, enriching my journey as a designer.

Challenges I faced

Balancing user pain points with business goals around ad engagement

"Most of the time, I get bored quickly because a lot of the posts these days are advertisements."

One of the most significant challenges in this project was balancing user and business goals, particularly since advertisements emerged as a major pain point for users. My role was to transform this challenge into an opportunity by finding ways to meet user needs while remaining aligned with business objectives. By clustering insights from interviews and analyzing feedback, I pinpointed actionable areas for improvement, specifically addressing user frustrations with ads while increasing their engagement. This process taught me how thoughtful design can help mitigate pain points while creating value for users and businesses.

What I enjoyed about

Positive user feedback on solutions aligning social connections with ads.

What I enjoyed most was receiving positive feedback from users on the solutions I proposed. My first challenge, "Track Your Friend’s Post," was particularly rewarding—it showed that users were interested in engaging with ads that aligned with their social connections, such as interacting with content related to their friends' lives. This concept successfully bridged the gap between user satisfaction and business outcomes by aligning user interests with business priorities. Seeing users happier with the adjusted ad placement reinforced the effectiveness of thoughtful design and its impact on the overall experience.

Unexpected findings

Discovering varied user motivations and hidden "dark pattern" design practices

During the research phase, I encountered several unexpected findings. One of the most surprising insights was discovering that users from different countries have diverse needs and motivations for using Facebook. Additionally, I learned that some features and settings were intentionally buried deep within the app as part of a design strategy commonly referred to as a "dark pattern." While resolving these dark patterns was beyond my scope in this project, it highlighted the importance of advocating for transparent and user-friendly design practices. This unexpected discovery reinforced my belief in UX designers' responsibility to shape ethical and inclusive products.

Creating impactful designs together.