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Customer behavoiur insights

Truly understand your
clients' daily lives

Maximise scoring accuracy with intelligent transactional data and gain a new layer of insight into your clients' daily lives and behaviours with 99.99% accuracy.

Visual dashboard showing spending categories, income, and locations to support Tapix credit scoring solutions and customer behaviour insights.
Get behavioural patterns from your payment data

Analysing income and expenditure and behaviour patterns can take a long time. Are you quite sure today that you finally know and understand who is really the clients on the other side? What are their habits, needs or wishes?

Even a seemingly decent person...

Analyzing income, expenses, and behavior patterns can take time. Are you certain you truly know who your loan applicant is by the end?

Overview of incorrectly enriched transactions based on MCC codes.
...can actually be someone else

Identifying a risky gambler from a successful manager with a family can be tricky. However, with a structured transaction history based on detailed payment categorization, merchant identification, and purchase location recognition, you’ll know immediately.

Overview of enriched transactions after applying Tapix credit scoring solutions.
Overview of incorrectly enriched payment transactions.Correctly enriched payment transactions categorised with Tapix for better data clarity.

How to leverage smart data for behaviour analysis?

Leverage the power of correct payment categorisation

Tag and segment each individual transaction

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25 merchant categories and 500+ ready-made store-level tags
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Retail, Business, Investment, Eco and Custom labelling
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Subscription labelling
Tagging transactions by merchant type and label to improve accuracy in real time credit scoring.
Tapix four-level categorisation system enhancing transaction categorisation using MCC codes

Exceed MCC categorisaton

Gain deep insights into specific client lifestyle and predict behaviour with a four-level transaction categorisation system.

Discover behavioural patterns from spending locations

Knowing where your clients live, where they pay and where they actually live will help you better understand and predict their living expenses.

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Street, zip, city, region, county and country
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Identification to the level of individual stores in large shopping centres
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Physical store, e-shop and online payment recognition
Tapix credit scoring solution using GPS location data and merchant categorisation to reveal behavioural patterns from spending locations.
Various merchant descriptions unified into one accurate merchant name.

Understand who your clients actually pay

Knowing where your clients live, where they pay and where they actually live will help you better understand and predict their living expenses.

Tapix enhances any payment type

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Bank transfer identification
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Card payments, ATM withdrawals and open banking recognitions
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Recurring payments, tranwsfers and subscriptions

Get trusted insights and truly understand your clients' lives

Discover more data solutions that empower your analytics teams to make smart strategic decisions.

Be a step ahead

Industry insights

Why MCC codes do not help (much) with payment categorization

We decided to provide our insights into the power of strictly MCC-based categorisation and its limits. Categorisation is important for credit risk scoring and it is the basis for Personal Finance Management tools. When we analyzed our categorisation with MCCs, we saw that only 53% of transactions could be easily and reliably categorised based on their MCC code. Let's look at the most frequent problems we identified that make MCC usage more difficult than it may seem at first glance.
Product insights

How to Detect Gambling in Digital Banking

It often starts small. A customer moves money into their Skrill account - nothing unusual. Just a simple transaction in the background of an otherwise quiet banking day.
Industry insights

Responsible Banking Done Right: The Top 5 Banks and How They Lead

In recent years, more and more banks and financial institutions focus on sustainability as a core component of their operations. This shift towards responsible banking (also known as ethical banking) is mostly a response to the pressing global challenges of climate change, social inequality, and environmental degradation.

Switch to Tapix today!

Explore how Tapix can help you get the most from transaction data, increase your app engagement and turn UX into your competitive advantage.