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BankPDFToLedger: PDF Bank Statement to Categorized Ledger

BankPDFToLedger: PDF Bank Statement to Categorized Ledger ships as a ready-to-import n8n automation package: load the bundled workflow JSON, connect the credentials listed on this page, and activate it on self-hosted n8n or n8n Cloud.

Upload a bank statement PDF and get every transaction extracted, AI-categorized into your chart of accounts, and logged to a Google Sheets ledger — no more typing rows by hand from a PDF.

  • Extract every transaction line from a bank statement PDF in one AI call — no manual typing from statements
  • Categorize each transaction into your own chart of accounts with a confidence score
  • Flag low-confidence categorizations as 'Needs Review' instead of silently trusting them
  • Accept uploads either as a multipart file or as a JSON field with base64 content, so it works from a form, Zapier, Make, or a custom script
  • Append every transaction to a Google Sheets ledger with full audit fields: date, description, amount, type, category, confidence, status, source file
  • Log unreadable or empty uploads to a separate Upload Errors tab instead of failing silently
  • Get an email summary after every upload with row counts, review flags, and debit/credit totals
OpenAIGoogle SheetsSMTP
n8n / workflow / bank-statement-pdf-to-ledgerActual workflow — not a mockup
Receive Statement Upload — WebhookReceive Statement …WEBHOOKConfig — SetConfigSETExtract PDF Attachment — CodeExtract PDF Attach…CODEHas PDF? — IFHas PDF?IFLog Upload Error — Google SheetsLog Upload ErrorGOOGLE SHEETSExtract Transactions (OpenAI) — HTTP RequestExtract Transactio…HTTP REQUESTParse & Categorize Transactions — CodeParse & Categorize…CODEAppend Transactions to Ledger — Google SheetsAppend Transaction…GOOGLE SHEETSSummarize Run — CodeSummarize RunCODESend Completion Email — Send EmailSend Completion Em…SEND EMAIL
10 nodes · 9 connections · 1 trigger · 1 in-canvas noteExported from the workflow file you receive — scroll sideways to follow the full path.
One-time
$17
~10 min
setup time

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OpenAIGoogle SheetsSMTP
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How it works

Workflow summary

One workflow handles everything end-to-end.

  1. 1Receives a bank statement PDF via a webhook — as a multipart file upload or a JSON field with base64-encoded content
  2. 2Detects the uploaded PDF and reads all your tunable settings from the Config node
  3. 3Sends the full statement to OpenAI's Responses API in one call, extracting every transaction line and its category
  4. 4Parses the AI's JSON output into one row per transaction, marking low-confidence categorizations as 'Needs Review'
  5. 5Appends every transaction to your Google Sheets ledger with date, description, amount, type, category, confidence, and status
  6. 6Logs a row to an Upload Errors tab if no PDF is found or extraction fails, instead of failing silently
  7. 7Emails you a completion summary with counts, review flags, and debit/credit totals for the statement
Deliverables

What's included with your purchase

Every checkout includes the same practical package so you are never hunting for missing files mid-setup.

  • 01Workflow JSON exports ready to import into your n8n workspace (self-hosted or n8n Cloud).
  • 02Step-by-step guide that walks credential creation, node-by-node checks, and activation.
  • 03Credential checklist for OpenAI, Google Sheets, SMTP. Email support@n8ntemplatestore.com if you get stuck — replies within 24 hours (SLA).
  • 04Perpetual (lifetime) use license Your one-time purchase includes an ongoing right to use this template package on n8n instances you control for your own automation — not for resale or public redistribution of the files as a product. Terms & conditions.
  • 05We keep the copyright Workflow JSON, guides, screenshots, and bundled assets stay our copyrighted works (or our licensors'). Payment grants the limited license in our Terms only — it does not transfer ownership.

Need a second opinion before buying? Compare the full catalog, browse more Finance templates, see how n8n compares to Zapier and Make, or read the support policies.

Setup

Three steps to a running n8n automation

01

Import the workflow into n8n

02

Paste your API keys into the credentials panel

03

Press ‘activate’ — you’ll get your first report tomorrow morning

Support

Need help setting up this n8n template?

Beginner-friendly guidance is included. Our support team will help you if you get stuck — email support@n8ntemplatestore.com or visit support.

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Replies within 24 hours (SLA)
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Setup Service4 tiers — your choice
Optional live session — we install, configure, and test on a screen share. Add Setup Serviceat checkout and pick any tier; pricing is not tied to this template's list price.
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FAQ

About this template

How long does it take to set up BankPDFToLedger: PDF Bank Statement to Categorized Ledger?
Most people finish in minutes following the guide. If you’ve never used n8n before, budget an hour — the first workflow is always the slowest.
What if I get stuck?
Email support@n8ntemplatestore.com. Free basic support is included with every purchase, and you’ll get a reply from our team within 24 hours. If setup needs more than email, we can schedule a call.
Do I need to pay for OpenAI?
API costs are separate and go directly to the provider — typically a few dollars a month at most for a solo business. Full breakdown is in the setup guide.
Can I customize the workflow?
Yes, completely. You own the .json — edit nodes, swap in your own prompts, re-wire the logic. Our support team can help you plan customizations over email.
What if it doesn’t work for me?
Refunds are issued only as described in our Refund Policy (https://n8ntemplatestore.com/refund-policy). Or add Setup Service at checkout for a live install and test session — pick any tier you prefer.