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Research // 2026

What 56 students taught me about money apps

Survey numbers and honest quotes from the Filis research, and how each one turned into a design decision.

From the project: Filis

What 56 students taught me about money apps

The numbers

84%wanted a “where did my money go?” view
71%of those who tried an app quit within a month
56%had never tried a budgeting app
24%asked for a way to split bills with friends

These came from a Google Forms survey of 56 university students, checked against outside research so I knew they weren’t an outlier.

The words behind them

Mid-month I discover I’m broke, and I don’t know how or where it went.

Survey respondent

It’s complicated and annoying. I had to log every purchase.

On why they quit a budgeting app

The quotes mattered more than the percentages. Students described overspending as a personal failure, and the apps they tried made them feel judged.

From finding to feature

  • 84% → a timeline

    A visual “where did my money go?” view sits one tap from home.

  • 71% quit → voice entry

    Manual entry was the top reason to quit, so logging works by voice or receipt photo.

  • Guilt → tone

    Every alert is friendly and plain, never shaming.

  • 24% → Social Helper

    Check if an outing fits, find a cheaper plan, split the bill.

  • Timeline
  • Voice input
  • Social Helper

The project behind this post

  • Live prototype
    Fintech · Mobile app2026

    Filis

    A budgeting companion for university students that protects them before they overspend, without shaming them.

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