Finhay Bag

Boost 85% Intra-day conversion rate by continuously delivering test based on real data. Finhay Bag becomes a core solution in Finhay platform.

Introduction

First impressions of this project

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.

My role

๐Ÿ”Ž Research

๐Ÿ”€ Userflow

๐Ÿ“ฑ Design

Research

Conduct research to identify problems in the user experience.

Synthesis

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

๐Ÿ—‚๏ธ 05 research

๐Ÿ‘ค 40+ users

Analysis

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

๐Ÿ—‚๏ธ 03 research

๐Ÿ‘ค 1M+ users

Problem statements

๐Ÿ’ฌ I don't know where to start

๐Ÿ’ฌ I'm confused by the lengthy cash-in process

๐Ÿ’ฌ I canโ€™t get the product introduction

๐Ÿ’ฌ I'm overwhelmed by extensive offers

๐Ÿ’ฌ etc.

Ideation

Discuss the most optimal idea & implemetation for available capacity.

Constraints

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

๐Ÿ—“๏ธ 03 months

๐Ÿ‘ฅ 08 members

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.

๐Ÿ†Ž A/B Testing

๐Ÿš€ 05-day sprint

Test

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

Summary

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

โ„น๏ธ Hypothesis: Starting point for the test session

๐Ÿ“ฑ Solution: Structural description of 02 versions

๐Ÿ“ƒ Result: Test session result & learned lesson

Key metric

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 ๐Ÿคซ

Session 1

I don't know where to start ๐Ÿ’ฌ

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 ๐Ÿ’ฌ

Hypothesis

The fewer actions required, the more users will deposit.

Session 3

I canโ€™t get the product introduction ๐Ÿ’ฌ

Hypothesis

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

Session 4

I canโ€™t get the product introduction ๐Ÿ’ฌ

Hypothesis

The fewer options shown, the more user will deposit.

Test

After Session 4

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

Conclusion

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.

๐Ÿ—“๏ธ 45 days

๐Ÿ‘ฅ 07 members

๐Ÿงช 4 test sessions

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.

And Cash Accountโ€ฆ

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