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Bank statement to JSON

Convert bank statements to structured JSON

Extract bank statement PDFs into JSON your bookkeeping, accounting, or reconciliation workflow can review before export.

Private workspace. HTTPS upload. No credit card needed.

Convert a bank statement to JSON View full bank statement OCR
Output
Structured output
Speed
Fast preview
Exports
JSON, CSV, Excel
Sample result Ready

Source documentBANK_STATEMENT_TO_JSON.pdf

Bank Statement to JSON
Account object
Bank name Account number Statement period Currency
Transaction array
Date Description Debit Credit
Balance fields
Opening balance Closing balance Running balance Page source

OutputJSON

{
  "document_type": "bank_statement",
  "bank_name": "Northstar Bank",
  "account_last4": "4821",
  "statement_period": "2026-04-01 to 2026-04-30",
  "transactions": [
    {
      "date": "2026-04-03",
      "description": "ACH CREDIT PAYROLL",
      "credit": 4200.0,
      "balance": 22620.25
    }
  ]
}

What gets extracted

JSON fields for transaction validation

The converter returns account-level metadata and transaction arrays so every date, description, debit, credit, and balance can be validated before JSON, CSV, or Excel export.

Account object

Bank name Account number Statement period Currency

Transaction array

Date Description Debit Credit

Balance fields

Opening balance Closing balance Running balance Page source

Supported formats

Supported bank statement formats

Inputs

Native PDF statements Scanned PDFs and phone photos Single-account and multi-account files Monthly, quarterly, and historical statements

Statement layouts

Separate debit and credit columns Running-balance tables Repeated page headers Transactions split across pages

Outputs

Reviewed JSON payload CSV for accounting review Structured JSON QuickBooks/Xero-friendly columns

Review checks

Review checks before export

  • Opening balance equals prior closing balance
  • Statement periods are separated by account
  • Duplicate, overlapping, or missing months are visible for review
  • Debit, credit, and balance columns stay aligned

In the workspace

What you can check in the workspace

  • Side-by-side source preview with structured output on this page
  • Sample transaction rows include date, description, amount, and balance
  • Exports preserve account metadata and statement period fields
  • Private workstation keeps results reviewable before download

From bank PDF to reviewed JSON

  1. Upload a bank statement PDF, scan, or image

  2. Extract account metadata and transaction arrays

  3. Review JSON fields and low-confidence rows

  4. Download JSON, CSV, or Excel for accounting workflows

Handles statements that create brittle JSON

  • Transactions that continue across PDF page breaks

  • Debit and credit columns that generic parsers flatten

  • Scanned statements with low-contrast tables or stamps

  • Multiple account periods mixed into one uploaded file

Related converters

Bank Statement Converter Bank Statement to Excel Bank Statement to CSV Bank Statement OCR Invoice to Excel Invoice to CSV Invoice to JSON Invoice OCR Purchase Order OCR Receipt OCR

Bank statement workflows

For accountants For bookkeepers For lenders

FAQ

Common questions

Can I convert PDF bank statements to JSON?
Yes. PDF2TEXT extracts account fields and transaction arrays from digital or scanned statements into reviewed JSON.
Does the JSON include transaction rows?
Yes. The JSON output includes dates, descriptions, debits, credits, balances, and account metadata.
Can I review bank statement JSON extraction before export?
Yes. Use reviewed JSON exports in the workstation, then hand the structured data to your accounting or reconciliation flow.

Turn bank statement PDFs into JSON data

Extract bank statement PDFs into JSON your bookkeeping, accounting, or reconciliation workflow can review before export.

Convert a bank statement to JSON View full bank statement OCR