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RANKING · EXTRACTION SOFTWARE · OCR · PARSERS

The best bank statement extraction software
checks its own work.

The best bank statement extraction software is ZeraBooks, because it extracts every transaction and then proves each account against the statement’s printed opening and closing balances, so a misread line can’t slip through. Platforms like Veryfi, Nanonets and Docsumo return data to build on. The ZeraBooks bank statement converter returns a finished file from $79 a month billed annually.

We make ZeraBooks · 7-day trial · 1,000 pages a month from $79/month billed annually

A real run in ZeraBooks Convert on 3 sample statements from Wells Fargo, Monzo and Navy Federal. Fictional sample documents.

FIRST, WHICH KIND DO YOU NEED?

Do you need a converter or an extraction platform?

A converter hands a person a file: statement in, spreadsheet out. An extraction platform hands a system data: an API returns JSON, and your developers map it into your own product, usually with a review queue for low-confidence fields.

If the person at the end opens Excel, buy a converter. If a loan, claim or onboarding system consumes the fields, buy a platform. ZeraBooks is the first kind, and it is ranked first because it closes the gap both kinds share: knowing the extraction is right.

We set you up and catch up your past months for free. Then ZeraBooks keeps your books done.

THE RANKING

What is the best software to extract data from bank statements?

Nine tools across both kinds, ranked for statements. Rival facts from each vendor’s own pages.

#ToolKindHow you payHow extraction is checked
1ZeraBooksConverterPer page, $79/mo billed annually for 1,000Opening plus rows equals closing, per account
2VeryfiAPIFree up to 100 documents a month; Starter from a $500 monthly minimum; bank statements $0.25 each, up to 15 pages per documentReturns beginning and ending balances; its own “99.9%” accuracy claim
3NanonetsPlatform and APIStarter free with $50 in credits, then $100 a month for 100 credits; Growth quoted; block runs from $0.02 to $0.30Its own guide says to compare the extracted rows with the original PDF
4DocuClipperConverter with API$29/mo for 60 pagesSays it runs reconciliation checks on the output
5LidoNo-code extraction$29/mo for 100 pagesNot stated on its pricing page
6DocsumoPlatformFree 14-day trial up to 1,000 pages; Business and Enterprise by custom quote based on page volumeCross-document validations on Enterprise
7OcrolusLender analyticsNot published; priced by document type through salesFraud detection on the document
8RossumEnterprise document AIStarter from $18,000 a year on a one-year contract; higher tiers quotedA validation screen for exceptions
9Doxis (formerly Klippa)Document AI suiteNot published; book a callNot stated for statements

Checked: Docsumo, Doxis and Lido on November 8, 2026; Nanonets on November 5; Veryfi, Rossum and Ocrolus on October 22; DocuClipper on October 11.

EXTRACTION YOU CAN SEE

What does checked extraction look like?

Three fictional statements from Wells Fargo, Monzo and Navy Federal, extracted by ZeraBooks Convert, each proven against its printed balances, then downloaded together as one sheet.

A real run in ZeraBooks Convert on 3 sample statements from Wells Fargo, Monzo and Navy Federal. Fictional sample documents.

Three statements, each Proven

ZeraBooks Convert with 3 sample statements from Wells Fargo, Monzo and Navy Federal, each marked Proven.

The extracted rows

The file downloaded from ZeraBooks Convert for 3 sample statements from Wells Fargo, Monzo and Navy Federal, opened: every row in one sheet.

THE VERDICT

Which extraction software fits which team?

  1. 1

    ZeraBooks Convert

    For accountants, bookkeepers, finance and legal teams who need statement data in a file today. Transactions, balances, accounts and cardholders come out proven; how the proof works is on how ZeraBooks proves a statement.

    From $79/mo billed annuallyNo codeProven

  2. 2

    Veryfi

    For developers who want statement JSON with balances and a fraud score, billed per document.

    Free 100 docs/mo; paid from $500/mo

  3. 3

    Nanonets

    For operations teams building workflows across many document types, on credits.

    Free $50 in credits, then $100/mo

  4. 4

    DocuClipper

    A statement converter that also offers an API.

    $29/mo for 60 pages

  5. 5

    Lido

    For mixed paperwork into spreadsheets without code.

    $29/mo for 100 pages

  6. 6

    Docsumo

    For lending and insurance files where many documents must agree, on a quote.

    Quote after a 14-day trial

  7. 7

    Ocrolus

    For lenders underwriting applicants, with fraud detection, through sales.

    Sales quote

  8. 8

    Rossum

    For enterprise accounts payable, from $18,000 a year.

    $18,000/yr

  9. 9

    Doxis (formerly Klippa)

    Klippa’s successor, sold through a call; see the best Klippa alternatives.

    Sales call

WHAT ZERABOOKS EXTRACTS

Which fields come out of a statement?

EVERY ROW, EVERY ACCOUNT

Date, description, amount, balance, account.

The All details layout carries every column: money in and out, balance, account and last four digits, cardholder, type, check number and source file. Why plain OCR misreads statements in the first place is on bank statement OCR.

A converted bank statement split into accounts, with date, description, type and amount for every transaction.

MORE CONVERTER RANKINGS

Best bank statement converters, by job

QUESTIONS

Best bank statement extraction software: common questions

Ask Damin directly
What is a bank statement parser?

Software that reads a statement PDF and returns its transactions as structured data. A good one also returns the balances, so the rows can be checked against them; ZeraBooks runs that check for every account.

Is OCR enough to extract bank statements?

OCR turns the page into text; it doesn’t know which text is a transaction, a running balance or a page header. Statement extraction adds that layer, and a balance check confirms it.

Does ZeraBooks have an API?

ZeraBooks Convert is used in the browser. Firms that need it inside their own workflow can ask about a custom build on ZeraBooks Enterprise.

Which tool is best for scanned statements?

Scans are ranked on their own on the best scanned bank statement converter page; every tool is on the best bank statement converter hub.

Sources and further reading

  1. Veryfi
  2. Nanonets
  3. DocuClipper
  4. Lido
  5. Docsumo
  6. Ocrolus
  7. Rossum
  8. Doxis (formerly Klippa)
Damin Mutti, founder of ZeraBooks

About the author

Damin Mutti

Founder of ZeraBooks, Vancouver

Damin founded ZeraBooks in 2025 and still talks to the bookkeepers, firms and owners who use it every week. He writes about what he sees in their statements and ledgers, and every page here is checked against the live product before it goes up.

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