Bank statementto JSON

Upload any bank statement PDF and get structured JSON — every transaction extracted with date, amount, description, and category. Ready for your app, API, or database.

Instant JSON downloadStructured dataAny bank worldwide

Drop your bank statement hereTap to upload your statement

or click to browse — PDF, JPG or PNG

Free·No signup·Deleted after conversion

See the difference

From messy PDF to structured JSON

Before

bankstatement.pdf

After

{
  "bankStatement": {
    "transactionCount": 4,
    "transactions": [
      {
        "date": "2025-01-15",
        "description": "WHOLEFDS MKT #10247",
        "amount": -67.42,
        "category": "Groceries"
      },
      {
        "date": "2025-01-14",
        "description": "STARBUCKS #8291",
        "amount": -4.75,
        "category": "Dining Out"
      },
      {
        "date": "2025-01-14",
        "description": "ZELLE TO LANDLORD",
        "amount": -1850.00,
        "category": "Housing"
      },
      {
        "date": "2025-01-10",
        "description": "PAYROLL - ACME CORP",
        "amount": 3250.00,
        "category": "Income"
      }
    ]
  }
}

bankstatement.json

Works withChaseBarclaysHSBCDeutsche BankBNP ParibasINGBank of AmericaSantanderHDFC BankTD Bank& 10,000+ more

How it works

Three steps to structured JSON

Step 1

Upload your PDF

Drop your bank statement PDF — scanned or digital. JPG and PNG are also supported.

Step 2

AI extracts every transaction

Our AI reads each transaction and structures it: date, description, amount, and spending category — typed and ready for code.

Step 3

Download your JSON

Download the .json file and use it in your app, database, spreadsheet pipeline, or any tool that accepts JSON.

1.Upload your PDF

Drop your bank statement PDF — scanned or digital. JPG and PNG are also supported.

2.AI extracts every transaction

Our AI reads each transaction and structures it: date, description, amount, and spending category — typed and ready for code.

3.Download your JSON

Download the .json file and use it in your app, database, spreadsheet pipeline, or any tool that accepts JSON.

Why us

Not just a PDF scraper — a bank statement parser

Generic converter

Unstructured text dump

No data types

Manual parsing needed

No categories

Hours of data cleaning

This converter

Typed JSON with arrays

Numbers are numbers, not strings

Ready for your codebase

19 categories auto-assigned

Import into any system in seconds

Preview

What the JSON export looks like

A structured JSON object — parse it with any language, import it into any database.

bankstatement.json

{
  "bankStatement": {
    "transactionCount": 4,
    "transactions": [
      {
        "date": "2025-01-15",
        "description": "WHOLEFDS MKT #10247",
        "amount": -67.42,
        "category": "Groceries"
      },
      {
        "date": "2025-01-14",
        "description": "STARBUCKS #8291",
        "amount": -4.75,
        "category": "Dining Out"
      },
      {
        "date": "2025-01-14",
        "description": "ZELLE TO LANDLORD",
        "amount": -1850.00,
        "category": "Housing"
      },
      {
        "date": "2025-01-10",
        "description": "PAYROLL - ACME CORP",
        "amount": 3250.00,
        "category": "Income"
      }
    ]
  }
}

The problem

When you need bank statement data as JSON

Building a fintech app

Need structured transaction data from PDFs? Upload statements and get typed JSON arrays — ready to feed into your product.

Automating expense reports

Parse bank statements programmatically. Get JSON with dates, amounts, and categories — pipe it into your expense workflow.

Feeding data into a database

JSON maps directly to PostgreSQL rows, MongoDB documents, or any data store. No CSV parsing, no column mapping — just insert.

Custom analytics dashboard

Building spending charts or budget tools? JSON is the native input format for D3, Chart.js, Recharts, and every visualization library.

No bank API access

Plaid costs $$ and requires bank credentials. This extracts the same transaction data from PDFs you already have — no API keys needed.

Batch processing statements

Upload PDFs, get JSON, automate. Each file produces a consistent schema — same fields, same types, every time.

Pricing

Simple, transparent pricing

Free

Try it out

3 PDF pages / month
AI transaction categorization
Sankey money-flow chart
AI insights & savings tips
Financial health score
Spending calendar
6 export formats (CSV, Excel, QIF, OFX, QBO, IIF)

Analyze 3 Pages Free

Bank statement to JSON converter FAQ

What does the JSON output look like?+−

A structured object with a bankStatement.transactions array. Each transaction includes date (string), description (string), amount (number — negative for debits, positive for credits), and category (one of 19 auto-assigned categories like Groceries, Housing, or Income).

Is this free?+−

Yes. You can convert up to 3 pages per month completely free — no account required, no credit card. Most single-month bank statements fit in 1–3 pages. For longer statements or bulk processing, paid plans start at $9/month.

Which banks are supported?+−

Any bank worldwide that provides PDF statements — Chase, Barclays, HSBC, Deutsche Bank, BNP Paribas, ING, Santander, HDFC Bank, TD Bank, Commonwealth Bank, and thousands more. If your bank gives you a PDF, we can parse it.

Can I use this in my application?+−

Yes. The JSON output is standard — parse it with any language: Python (json.loads), JavaScript (JSON.parse), Go, Ruby, or anything else. The structure is consistent across all banks.

Are amounts returned as numbers or strings?+−

Numbers. Negative for debits and withdrawals, positive for credits and deposits. No currency symbols, no commas — just clean numeric values ready for math.

How accurate is the extraction?+−

Typically 99%+ for standard digital PDF statements downloaded from your bank. For scanned or photographed statements, we run OCR first — accuracy is 98%+ for clear scans at 200+ DPI.

Is my data private?+−

Your PDF is processed in memory and immediately discarded — never stored on disk, never shared. Only the structured transaction data is saved temporarily to generate your download.

Convert your bank statement to JSON — free

No account required. Get structured, categorized JSON in under 30 seconds.

Upload PDF & Convert to JSON

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