Scenario Management

Doubling engagement with our top retaining feature.

Scenario Management

Doubling engagement with our top retaining feature.

Scenario Management

Doubling engagement with our top retaining feature.

Scenario Management

Doubling engagement with our top retaining feature.

Background

Creating scenarios was a top retention driving feature among customers who used it, however the page used to manage them was dated and difficult to use.

Additionally, there was no easy way to compare the results from two different scenarios, which kept scenarios from being as useful as they could be in driving meaningful financial decision making as they could.

Scenario Management (Before)

Scenario Management (Before)

Before

Scenario Management (Before)

Problems

Goals

We had 3 primary goals with this project:

Increase upgrade rate

We wanted more people upgrading to build scenarios. It's a key part of financial decision making, it should be a key upgrade driver.

Increase scenario usage

We wanted more people to create scenarios, because we knew if they did they'd be easier to retain.

Build user excitement

This was a feature our power users loved, we wanted them to know we were working toward improving their overall user experience.

Approach

At this point, we didn’t have a product manager on our team, so most product work fell to design. I worked to outline the requirements for the project so that the stakeholders and team were aligned before starting design.

Once the team agreed on the requirements for the project, I worked with our Senior Designer to begin designing.

Requirements

Requirements

Requirements

Requirements

Requirements

Exploration work

We explored several different ways to display scenarios and enable comparisons from the scenarios page.

In the end we opted to use the table pattern that was familiar to users, and have users explicitly enter into comparison mode.

Scenario Table Format

Scenario Table Format

Scenario Table Format

Scenario Table Format

Scenario Table Format

User Testing

Because this was critical functionality, we wanted to ensure we were truly improving the UX. I designed a user test that determined if users could complete 5 key tasks:

  • Add a scenario

  • Edit a scenario

  • Compare scenarios

  • Change baseline plan

  • Navigate to a scenario

Overall, the testing went well and we made some discoveries that helped us fine tune our experience design.

We made changes to the design based on what we learned, the next iteration tested much better so we moved to finalizing the design for development.

Final Design

Impact

Overall we achieved our goals and the team was happy with the results:

Scenarios Usage

2x

increase in scenarios being created per login

Scenarios Usage

2x

increase in scenarios being created per login

Scenarios Usage

2x

increase in scenarios being created per login

Scenarios Usage

2x

increase in scenarios being created per login

Scenarios Usage

2x

increase in scenarios being created per login

Upgrade Rate

20x

increase in upgrades from the scenario feature

+5.19pp; .26% → 5.45%

Upgrade Rate

20x

increase in upgrades from the scenario feature

+5.19pp; .26% → 5.45%

Upgrade Rate

20x

increase in upgrades from the scenario feature

+5.19pp; .26% → 5.45%

Upgrade Rate

20x

increase in upgrades from the scenario feature

+5.19pp; .26% → 5.45%

Upgrade Rate

20x

increase in upgrades from the scenario feature

+5.19pp; .26% → 5.45%

Comparison Usage

42%

of scenario users made a comparison

Comparison Usage

42%

of scenario users made a comparison

Comparison Usage

42%

of scenario users made a comparison

Comparison Usage

42%

of scenario users made a comparison

Comparison Usage

42%

of scenario users made a comparison

The change was really well received by our current customers too.

Additional Iterations

Because this was a widely used, impactful feature we continued iterating. Key updates include:

Summary of Changes

We added the ability for users to see the differences between their inputs in their scenarios compared to their baseline plan. This was a widely requested feature, and when we released it our user base was ecstatic.

Scenario row edits

Based on feedback after the initial launch we added one more button that enabled users to easily navigate to their scenario of choice from the scenarios page. This change was made based on input from our amazing customer support team flagged that they had gotten a couple questions about how to do this. Proof that user testing doesn’t catch everything.

We also regressed back to the kebab menu as we added more options. We found this didn’t impact usability too negatively and reduced overwhelm on the page.

Scenario switcher menu

After seeing how many people used the scenario dropdown in the left nav, we elected to move the scenario options to be front and center. This made the scenario name much more prominent and emphasized one of our key pieces of functionality.

© 2026 Rachel Diesel

© 2026 Rachel Diesel

© 2026 Rachel Diesel

© 2026 Rachel Diesel

© 2026 Rachel Diesel