Categorize Bank Statement Transactions with AI

Upload a bank statement and get AI-suggested categories for transactions, recurring charges, fees, income, and transfers.

User testimonial 1
User testimonial 2
User testimonial 3
100,000+
documents processed for
350+
small businesses
No credit card required
Secure Upload
AI Categories
Review Before Export
Loading...
as seen on
AI Tools
Future Tools
There's an AI for that
SaaSworthy

Get accurate categorizations, customized just for you

Watch how bank statement transactions can be reviewed, categorized, and prepared for export.

Average processing time: 19 seconds

Categorize transactions faster

How to categorize bank statement transactions

Use AI to classify statement rows, then review the suggested categories before using the data for bookkeeping or reporting.

Bank statement transaction categorization workflow
  • Upload your statement

    Add a PDF, scan, or screenshot that includes the bank transactions you want to classify.

  • AI suggests categories

    ReceiptsAI groups transactions into practical categories such as income, transfers, fees, subscriptions, meals, travel, and utilities.

  • Review and export

    Check the suggested categories, make adjustments, and export organized transaction data for your workflow.

Ready to categorize bank transactions?

Upload a statement and turn uncategorized bank activity into organized transaction data.

Why ReceiptsAI

Built for intelligent bank statement categorization

Many tools only copy rows from a PDF. ReceiptsAI reads your statement, applies AI categories, lets you customize the results, and exports bookkeeping-ready data.

Custom categories for your business

Create, rename, and set merchant rules so categories match your chart of accounts or personal budget.

AI that classifies every transaction

Automatically sort expenses, income, transfers, fees, subscriptions, and recurring charges from statement descriptions.

Works with real-world statement files

Upload PDF bank statements, scanned documents, or screenshots from any major bank or financial institution.

Review and adjust before export

Change any AI-suggested category in seconds and keep full control of how transactions are classified.

Spending insights built in

See category totals, recurring charges, and spending patterns without building extra spreadsheet formulas.

Secure financial document handling

Bank statements contain private information, so ReceiptsAI emphasizes secure processing throughout the workflow.

Use ReceiptsAI when categorization matters—not just extraction. Turn bank statements into organized, categorized transaction data for bookkeeping, tax prep, and financial analysis.

Why use an AI bank statement categorizer?

Categorization helps turn raw bank activity into useful bookkeeping, budget, and review data without building every rule by hand.

Reduce manual sorting

Skip the first pass of assigning categories row by row in a spreadsheet.

Keep control of the final data

Review suggested categories and make changes before the results leave the workflow.

Spot recurring activity

Use grouped transaction data to review subscriptions, fees, transfers, and regular income or expense patterns.

Prepare bookkeeping exports

Export categories with transaction details so the data is easier to use for cleanup, reporting, or accountant review.

Support tax and budget reviews

Organized categories make it easier to separate deductible expenses, personal spending, and business activity.

Handle sensitive statements securely

Categorization starts from private bank statement files, so secure upload and review controls matter.

Frequently asked questions

Can't find what you need? Email our support team.

  • Yes. ReceiptsAI reads transaction details from a bank statement and suggests categories for expenses, income, transfers, fees, subscriptions, and other common activity.

  • Yes. The workflow is built around review, so you can check suggested categories and adjust anything that should follow your bookkeeping rules.

  • Yes. You can use categories that match your business, personal budget, tax prep, or accountant workflow.

  • Yes. After review, you can export organized transaction data for Excel, Google Sheets, bookkeeping cleanup, or accounting import preparation.

  • Yes. Categorized rows make it easier to compare bank activity against receipts, invoices, ledgers, or bookkeeping records.

  • The extractor focuses on capturing raw statement fields such as dates, descriptions, amounts, and balances. The categorizer adds AI-suggested classifications and review context.

  • The converter is best when the main goal is a clean CSV or Excel output. The categorizer is best when you need transaction categories and bookkeeping-ready review.

  • ReceiptsAI is designed to work with statement layouts from major banks and financial institutions around the world. Readable transaction text usually produces the best results.

  • Founded in the EU, ReceiptsAI handles financial documents with privacy in mind. Your data is securely handled, never shared with third parties, and can be deleted at any time.

Bank transaction categorization made easy

Get categorized rows for review and export. No credit card required.