Frequently Asked Questions

Converge converts bank and credit card statement PDFs into clean, structured CSV files. You upload your PDF statements, and Converge extracts every transaction — date, description, and amount — into a spreadsheet-ready format. No manual typing, no copy-paste, no reformatting.

PDF is a visual format, not a data format. The ISO 32000 standard defines PDF as a “final-form document representation language” — it describes how to draw a page, not how to structure data. Those neat columns you see in your statement are just text fragments positioned at X/Y coordinates on a canvas. There are no real table rows, cells, or columns.

When you paste a statement into Excel, dates fuse with descriptions, amounts land in the wrong cells, and page headers end up between transactions. Converge solves this by parsing the PDF’s internal structure and reconstructing each transaction programmatically.

You can export as CSV or Excel (.xlsx). Both formats include three columns: date, description, and amount. Dates are formatted as YYYY-MM-DD, and amounts are signed decimals (negative for debits).

CSV is the universal format that QuickBooks, Xero, Google Sheets, and virtually every accounting tool expects. The Excel format adds bold headers, formatted number columns, and auto-sized widths — ready to open directly in Excel or Numbers without any reformatting.

Yes. Every transaction is automatically classified into one of 18 spending categories — groceries, dining, gas, travel, shopping, entertainment, utilities, healthcare, insurance, subscriptions, and more. Categories appear as color-coded badges next to each transaction.

Categorization is based on merchant name pattern matching and runs instantly during extraction. It works across all banks and statement types with no setup required.

Yes — you can sign up and start converting statements right away. Upload your PDFs, get your CSVs.

We have dedicated extraction strategies for Chase and Discover, with a generic fallback that handles many other banks. We are actively building support for Bank of America, Wells Fargo, Citi, American Express, and Capital One.

If your bank isn’t on the optimized list, upload a statement anyway — our AI-powered fallback extracts transactions from virtually any bank statement PDF.

Yes. Converge handles both bank account statements and credit card statements. Credit card statements often have different layouts (separate sections for purchases, payments, fees, and interest) and Converge’s extraction engine accounts for these differences.

There is no industry standard for statement layout. Each bank chooses its own date format (01/15 vs. Jan 15), amount notation (negative signs vs. parentheses vs. separate debit/credit columns), description length, and page structure. Some banks put account summaries between transaction sections. Others mix rewards information with transactions.

Converge handles this by identifying the bank from the statement content and applying bank-specific parsing logic. The output is always the same clean format regardless of input.

Yes. Drag and drop as many PDFs as you want — from any combination of banks and account types. Converge identifies each bank automatically and applies the right extraction logic. You can upload a Chase checking statement, a Discover credit card bill, and a credit union savings statement all in the same batch.

No. Converge never connects to your bank, asks for your banking credentials, or uses services like Plaid. You upload a PDF file you already have, and Converge extracts data from that file. Your bank never knows Converge exists. There is no ongoing connection, sync, or authorization to manage.

PDF processing happens entirely in memory. Your file is read, the transactions are extracted, and the results are stored in your account. The raw PDF content is not logged, and sensitive data like account numbers and transaction descriptions are never written to server logs.

No. All data access requires authentication, and row-level security ensures you can only see your own statements and transactions. Every database query is scoped to your account.

Yes. Converge is designed with the same data handling principles that financial professionals expect. There are no bank logins to manage, no credential sharing, and no persistent connections to client accounts. You upload a file, extract the data, and download the result.

You are not introducing a new party with access to your clients’ bank accounts — you are using a tool that reads files you already have.

Converge extracts directly from the PDF’s text layer — there is no OCR or image recognition involved for digital PDFs. This means the data is as accurate as what your bank put in the file. The extraction engine handles formatting quirks like multi-line descriptions, transactions that span page breaks, dates without years, and amount columns that shift position.

For comparison, manual data entry has a documented error rate of roughly 1% per field for simple transcription. Automated extraction from the source data eliminates keystroke errors entirely.

Yes. Converge includes a side-by-side view that shows the original PDF on one side and the extracted transactions on the other. You can scan for discrepancies before downloading the CSV — not after you’ve already imported into your accounting software.

Converge currently works with digitally-generated PDFs — the kind your bank produces when you download a statement from their website. Scanned paper statements (image-only PDFs) are not yet supported, as they require OCR technology. This is on our roadmap.

Instead of manually retyping transaction data from client PDFs — a process that can take 15–20 minutes per statement — you upload a batch of statements and get CSV files in minutes. For a firm processing 300 year-end statements, that can save 75+ hours during busy season.

A Sage survey of 1,000 accounting professionals found that 92% feel they spend too much time on administrative tasks. Bulk PDF-to-CSV conversion eliminates one of the largest administrative bottlenecks.

Yes. Both QuickBooks Online and Xero accept CSV bank statement imports. Converge outputs clean date formatting (YYYY-MM-DD) and signed amounts (negative for debits) — the format both platforms expect. No reformatting needed. You can also export as Excel (.xlsx) if you prefer to review or edit in a spreadsheet first.

Both formats work with Drake Tax, CCH, Lacerte, ProSeries, Excel, Google Sheets, and any other tool that reads CSV or Excel files.

Bank feeds pull transaction data directly from the bank via API — but they require client credentials, and as of 2025, 48% of US banks still don’t offer data-sharing APIs. Feeds can also break when banks change their login flows, and some clients refuse to share credentials.

Converge works with the PDFs your clients already send you. No credentials, no API connection, no sync to break. It complements bank feeds for the clients and institutions where feeds aren’t available.

Not at all. Download your PDF statements from your bank’s website, drag and drop them into Converge, and download the CSV. If you can use email attachments and spreadsheets, you can use Converge. There’s no software to install, no configuration, and no learning curve.

Yes. Converge automatically categorizes every transaction (e.g., “Subscriptions,” “Home & Garden,” “Automotive”), so you can quickly scan for deductible spending categories. You can also search by merchant name, sort by amount to spot large expenses, and filter by date range for quarterly estimates.

Keeper Tax research found that freelancers overpay by an average of 21% due to missed deductions. Having searchable, sortable transaction data makes it much easier to find every deductible expense.

Not every bank offers CSV downloads, and even when they do, there are limitations:

• Many credit card issuers only provide PDF statements, not CSV
• Most banks limit exports to 90 days — getting a full year means multiple downloads
• Each bank uses a different CSV format, so merging data across institutions requires manual column mapping
• You need to log into each bank separately and navigate different export interfaces

Converge gives you a consistent output format from any bank’s PDF, all from one upload interface.

Banking apps show you your transactions, but they don’t let you work with them. You can’t search across accounts, build pivot tables, run formulas, or hand structured data to your accountant.

CSV is the universal format that every spreadsheet, accounting tool, and data analysis platform understands. It’s also a format you own — if an app shuts down or a bank changes their portal, a CSV file on your hard drive is still yours. Data portability matters.