The importance of transaction enrichment

Everyday transaction records contain signals about income, spending, commitments and customer behaviour. In practice, those signals can be difficult to use because merchant names, payment descriptions and transaction types vary widely.

Experian Money Tracker can help strengthen the transaction layer beneath digital banking, lending and customer processes, helping organisations turn financial activity into insight that can support engagement, help reduce friction and inform business decisions.

How Money Tracker works

Identifies who the payment was with

Raw payment descriptions are matched to enriched merchant information, helping clarify the business, merchant or chain associated with a transaction.

Interprets what the payment represents

Transaction signals such as amount, date, frequency and institution help determine whether activity reflects spending, income, salary, transfers, recurring commitments or other payment types.

Separates merchant context from payment purpose

A payment can be linked to one type of merchant while representing a different financial event. Separating these dimensions supports consistent interpretation in lending, affordability and customer insight.

Turns activity into patterns

Transactions can be grouped by merchant, chain, category or time period, returning dollar and percentage values that support trends, summaries, reporting and analytics.

Applications across financial services

Enrich

Can help enrich digital banking and financial wellbeing customer experiences

Support digital experiences with enriched transaction histories, spending trends, subscription visibility and category insights – enabling financial wellbeing tools.

Lending

Can help strengthen lending, affordability and risk insight

Interpret income, expenses, transfers, recurring commitments and payment purpose consistently across customer assessment and affordability workflows.

Decision

Can help improve operational efficiency in lending decisions

Can help reduce manual interpretation before transaction data reaches lending, service, operations or customer journeys, helping create efficient processes and customer experiences.

Merchant enrichment

Can help improve transaction recognition by matching raw payment descriptions to enriched merchant information.

Enhanced classification logic

Uses transaction signals such as amount, date, frequency and institution to support consistency of transaction interpretation.

Credit and debit transaction support

Supports interpretation of money coming in as well as money going out, helping create a view of financial activity.

Expanded transaction types

Supports transaction types such as transfers and salary.

Merchant and transaction categories

Returns both merchant category and transaction category, helping distinguish the business associated with a payment from the purpose of the transaction.

Spend aggregation

Groups transaction data by category, merchant, chain and time period, returning both dollar and percentage values.

API-led delivery

Designed for integration into digital banking, lending and customer workflows through an API-led model.

Learn more about transaction enrichment

Read the blog

The transaction enrichment opportunity for New Zealand financial services

Explore experiences Experian Money Tracker can power

Personal Financial Management

Explore transaction data in lending

Learn how Experian helps lenders access, enrich and apply transaction data across the credit lifecycle.

Read about what customers want in their banking app

Experian Byte-sized banking report

Frequently asked questions

Experian Money Tracker is a transaction enrichment engine. It enriches, interprets and aggregates transaction data for application across digital banking, analytics lending and customer processes.

Transaction enrichment adds merchant, category and pattern information to raw transaction records.

Merchant information identifies the business associated with a payment. Payment purpose describes what the transaction represented, such as salary, rental payment or a transfer.

These may be different. For example, a salary payment from a supermarket employer represents income even though the employer may be categorised as a grocery merchant.

Financial services organisations can apply enriched transaction data within digital banking, affordability assessment, prequalification, customer review, service processes, product development, reporting and analysis.

No. Money Tracker enriches, interprets and aggregates transaction data. Credit policy, assessment, decisioning and governance remain with the lender.

Open banking can provide permission-based access to transaction records. Money Tracker enriches, interprets and aggregates the records made available.

Yes. Money Tracker outputs can be applied within personal financial management features, including transaction histories, categories, spending trends and recurring payment information.

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