Finhay Bag

Boost 85% intra-day conversion rate.

Finhay Bag

Boost 85% intra-day conversion rate.

Finhay Bag

Boost 85% intra-day conversion rate.

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Introduction

Introduction

Cash account is where users deposit and use money for all Finhay products. And "Finhay Bag" is the project that originated the Cash account solution.

Cash account is where users deposit and use money for all Finhay products. And "Finhay Bag" is the project that originated the Cash account solution.

Why we start?

Why we start?

The first-time cash-in rate is one of our key metrics, and now we aim to further enhance it. The project's goal is to aggressively increase this rate through research and UX improvements.

The first-time cash-in rate is one of our key metrics, and now we aim to further enhance it. The project's goal is to aggressively increase this rate through research and UX improvements.

My role

My role

🔎 Research

🔎 Research

🔀 Userflow

🔀 Userflow

📱 Design

📱 Design

Research

Research

Conduct research to identify problems in the user experience.

Conduct research to identify problems in the user experience.

Synthesis

Synthesis

Summarize relevant data from Interviews & Usability Testings that Product Design team has conducted.

Summarize relevant data from Interviews & Usability Testings that Product Design team has conducted.

🗂️ 05 research

🗂️ 05 research

👤 40+ users

👤 40+ users

Analysis

Analysis

Refer to recognized UX laws. Match them with current experience in the application through observed data history.

Refer to recognized UX laws. Match them with current experience in the application through observed data history.

🗂️ 03 research

🗂️ 03 research

👤 1M+ users

👤 1M+ users

Problem statements

Problem statements

💬 I don't know where to start

💬 I don't know where to start

💬 I'm confused by the lengthy cash-in process

💬 I'm confused by the lengthy cash-in process

💬 I can’t get the product introduction

💬 I can’t get the product introduction

💬 I'm overwhelmed by extensive offers

💬 I'm overwhelmed by extensive offers

💬 etc.

💬 etc.

Ideation

Ideation

Discuss the most optimal idea & implemetation for available capacity.

Discuss the most optimal idea & implemetation for available capacity.

Constraints

Constraints

We have distinct resource and time constraints that make it challenging to dramatically increase the first-time cash-in rate.

We have distinct resource and time constraints that make it challenging to dramatically increase the first-time cash-in rate.

🗓️ 03 months

🗓️ 03 months

👥 08 members

👥 08 members

Decisions

Decisions

We decided to continuously deliver tests in short intervals. A/B testing was chosen because it was optimal for testing each hypothesis related to user decisions. Given the size of the current system, the number of users was sufficient to measure and draw conclusions after a few days.

We decided to continuously deliver tests in short intervals. A/B testing was chosen because it was optimal for testing each hypothesis related to user decisions. Given the size of the current system, the number of users was sufficient to measure and draw conclusions after a few days.

🆎 A/B Testing

🆎 A/B Testing

🚀 05-day sprint

🚀 05-day sprint

Test

Test

Discuss the most optimal ideas and implementation for the available capacity with the development team.

Discuss the most optimal ideas and implementation for the available capacity with the development team.

Summary

Summary

In each sprint, a session will take place & consists of 03 components.

In each sprint, a session will take place & consists of 03 components.

ℹ️ Hypothesis: Starting point for the test session

ℹ️ Hypothesis: Starting point for the test session

📱 Solution: Structural description of 02 versions

📱 Solution: Structural description of 02 versions

📃 Result: Test session result & learned lesson

📃 Result: Test session result & learned lesson

Key metric

Key metric

The Intraday first-time cash-in rate (X) is the chosen one.

The Intraday first-time cash-in rate (X) is the chosen one.

Because of information security, this case study will share the growth rate instead of the specific value of this metric 🤫

Because of information security, this case study will share the growth rate instead of the specific value of this metric 🤫

Session 1

I don't know where to start 💬

Hypothesis

By seeing Deposit button at the first-time access, more users will deposit.

Session 1

I don't know where to start 💬

Hypothesis

By seeing Deposit button at the first-time access, more users will deposit.

Session 1

I don't know where to start 💬

Hypothesis

By seeing Deposit button at the first-time access, more users will deposit.

Session 1

I don't know where to start 💬

Hypothesis

By seeing Deposit button at the first-time access, more users will deposit.

Session 2

I'm confused by the lengthy cash-in process 💬

Hypothesis

The fewer actions required, the more users will deposit.

Session 2

I'm confused by the lengthy cash-in process 💬

Hypothesis

The fewer actions required, the more users will deposit.

Session 2

I'm confused by the lengthy cash-in process 💬

Hypothesis

The fewer actions required, the more users will deposit.

Session 2

I'm confused by the lengthy cash-in process 💬

Hypothesis

The fewer actions required, the more users will deposit.

Session 3

I can’t get the product introduction 💬

Hypothesis

The more consise product introduction is, the more users will deposit.

Session 3

I can’t get the product introduction 💬

Hypothesis

The more consise product introduction is, the more users will deposit.

Session 3

I can’t get the product introduction 💬

Hypothesis

The more consise product introduction is, the more users will deposit.

Session 3

I can’t get the product introduction 💬

Hypothesis

The more consise product introduction is, the more users will deposit.

Session 4

I can’t get the product introduction 💬

Hypothesis

The fewer options shown, the more user will deposit.

Session 4

I can’t get the product introduction 💬

Hypothesis

The fewer options shown, the more user will deposit.

Session 4

I can’t get the product introduction 💬

Hypothesis

The fewer options shown, the more user will deposit.

Session 4

I can’t get the product introduction 💬

Hypothesis

The fewer options shown, the more user will deposit.

Test

After Session 4

After Session 4

After S4, we closed the project and applied learned lessons to developing a complete version.

After S4, we closed the project and applied learned lessons to developing a complete version.

Conclusion

Conclusion

Of the entire Finhay Bag project

Of the entire Finhay Bag project

By continuously delivering test based on real data, the Intraday Cash-in rate has increased by up to 85% from the baseline.

By continuously delivering test based on real data, the Intraday Cash-in rate has increased by up to 85% from the baseline.

🗓️ 45 days

🗓️ 45 days

👥 07 members

👥 07 members

🧪 4 test sessions

🧪 4 tests

Intramonth Cash-in rate

Intramonth Cash-in rate

In addition, the Intramonth Cash-in rate also increased by 50% from the baseline because of the positive influence of the project.

In addition, the Intramonth Cash-in rate also increased by 50% from the baseline because of the positive influence of the project.

And Cash Account…

And Cash Account…

Cash Account (renamed Finhay Bag) becomes a core solution in our finance platform.

Cash Account (renamed Finhay Bag) becomes a core solution in our finance platform.