Money apps have become very good at counting. They track every coffee, sort every bill and draw tidy charts. Yet most people still close the app without knowing what to do next. The data is there, but the decision is left to the user, often at the moment they feel least sure.

So we asked industry leaders one question: how can fintech apps move from showing people their data to guiding their financial decisions? We wanted to hear from product leaders, behavioural finance experts and founders focused on financial wellness. Three respondents answered. Their replies, set against the research, point to one idea. Money apps help most when they turn an insight into a single, easy action.

Fintechbits analysis

Why showing data is not enough

Visibility does help a little, and it is the base every guidance feature builds on. One study in the Journal of Finance found that people cut discretionary spending after installing their bank’s mobile app. However, the effect was modest. A chart of last month’s spending tells people where the money went. It does not tell them what to change.

That gap is where most money apps stall. Fintechbits looked at the same problem earlier this month in how fintech apps can guide money decisions. This time, one founder brought a live product to the question.

“Most money apps are great at showing you a number and useless at telling you what to do with it. A dashboard that says you spent $600 on takeout isn’t guidance.

Moving from showing to guiding takes two things. The first is knowing what someone values. I often ask young people what they’re working toward, and the answer is nearly always ‘own a home one day.’ So I ask why. Sometimes it’s ‘I want roots in a community.’ Sometimes it’s ‘I heard it’s a good investment.’ Sometimes it’s ‘honestly, I thought that’s what you’re supposed to do.’ Those are three different financial plans. You can’t nudge someone toward a goal they only hold because they think they should.

The second is small, flexible nudges, not rigid discipline. The internet’s money advice is ‘never eat out until you’ve saved for a house.’ Nobody who’s 27 lives like that, and telling them to just makes them delete the app or tune it out.

At Weekend, our main feature is the Weekend Reset. Once a week, not every day, users sit down for a few minutes. We show them a handful of things they spent money on that week and ask one question about each: was it worth it? Then we help them plan the week ahead, using the plan we build with them during onboarding.

Early feedback tells us that cadence matters a lot. Many money apps are built to pull you in daily, and for a lot of people a daily relationship with their spending just feeds the anxiety. So we keep it to one calm check-in a week. That beats a dashboard blinking at you every time you walk out of Target.”

Cameron Mulvey, Co-founder and CEO, Weekend

Start with a goal the user chose

His first point has solid backing. In a study of one savings app, researchers found that setting a goal raised how much people saved. Importantly, the extra money did not come out of savings elsewhere.

Goals also vary more than marketing assumes. Homeownership is a common dream for young adults. Even so, YouGov found that an emergency fund is the top saving goal for Gen Z, ahead of buying a home. So money apps that ask why before setting a target are more likely to set the right one.

Personalisation is the next step for money apps. Still, the word “advice” carries legal weight, which matters for how an app frames its suggestions.

“Money apps should offer personalised insights, not just display data. By looking at each person’s spending habits, an app can give guidance that fits their situation. For example, a budgeting app might review someone’s dining and grocery spending and suggest a specific savings plan. That helps people make better choices.”

Mohammed Kamal, Business Development Manager, Olavivo

Weekly or daily: getting the cadence right

Cadence is harder to call. No study we found compares weekly and daily check-ins directly. On one side, frequent access helped people avoid fees in some research. On the other, investors tend to look away when news is bad, a habit known as the ostrich effect.

As a result, the safest design choice is cadence that suits the user. Anxious users may engage better once a week. Meanwhile, other money apps such as Weekly also build around a single weekly number, so the idea is gaining ground. The point is less about frequency and more about what each check-in asks. A short session that ends with one decision is easier to keep up than a stream of alerts with nothing to do.

Make the next step one tap

The strongest evidence points to defaults and pre-commitment. In the classic Save More Tomorrow programme, workers agreed in advance to save part of future pay rises. Their savings rates rose from 3.5% to 13.6% over about 40 months.

By contrast, messages alone move less. A review of 126 government nudge trials found an average lift of just 1.4 percentage points. Therefore, money apps get more from changing the default than from sending another alert.

“People drowning in financial data don’t need more visibility. They need fewer decisions. Most money apps have stopped at showing: ‘You spent this much.’ ‘Your savings look like this.’ ‘Your runway is X days.’ On their own, these rarely help. The problem was never the information. It’s the decision that comes after it. Usually the person looked the numbers up because they didn’t know how much to save or where to start.

Real guidance does two things. It makes a recommendation, and it removes the friction of acting on it. The message isn’t ‘your savings are low.’ It’s ‘move $X into savings now,’ with a single tap. Automated round-ups showed that one opt-in can build a saving habit with no ongoing effort, even if it doesn’t change how people spend. Guidance is the data, a recommendation and a path to act. Anything less is just a prettier view of the same confusion.”

Abhinav Gupta, Founder, Profitjets

Round-ups build savings, not new spending habits

Round-ups deserve a closer look. They reliably move money into savings. For instance, Chime reported that members using automatic savings put away far more each month. However, those are company figures from people who chose to opt in.

Spending is a different story. One unpublished study of a US bank programme found that round-up users spent more, not less. Acorns data also suggest many users withdraw much of what they round up. Neither finding makes round-ups a bad idea. Instead, they show that a saving tool and a spending habit are two separate problems. Money apps that want to change spending need a second step, such as a weekly review or a spending cap the user sets.

Where guidance meets regulation

Guidance also has rules to follow. In the UK, the FCA’s targeted support regime went live on 6 April 2026. It lets firms suggest options for groups of savers without full advice. Zopa became the first UK bank approved under it. However, it covers pensions and investments, not everyday budgeting.

In the US, the FTC has warned about dark patterns that steer users against their interests. Nudges can also backfire. In one trial, credit card reminders cut late fees but raised overdraft fees by 9%. So product teams should test for side effects in other accounts, not only for lift on the target metric. A nudge that fixes one bill while creating another is not guidance.

What to watch next

AI assistants are the next test for money apps. Bank of America says its Erica assistant handled nearly 700 million interactions in 2025. Similarly, Schwab Charley began reaching retail clients this month.

For money apps, the real measure is outcomes, not engagement. Watch for the ones that report fees avoided, savings kept and debt paid down. Above all, the winners will pair one clear goal with one easy action, at a cadence people can live with.

FintechBits covers payments, banking and fintech developments for readers in the US and UK. This article is for information only and is not financial advice. Views expressed are those of the FintechBits editorial team.