Converter
EOB PDF to CSV Converter
CSV is the universal exchange format for tabular data: one header row, one record per line, readable by every spreadsheet, database, and accounting tool ever made. Converting a PDF to CSV means the values trapped in the document become rows and columns you can sort, filter, sum, and import.
Generic PDF-to-CSV converters copy text and hope it lands in the right cells. This converter is different: the AI reads the document the way a person would, identifies each field by meaning rather than position, and writes a clean CSV with named columns — the same columns every time, regardless of the source layout.
EOB conversions structure the money trail per service line: CPT code, billed, allowed, plan paid, and patient responsibility in adjacent columns, making reconciliation and denial tracking a filter instead of a reading exercise.
How it works
- 1
Upload the EOB
PDF (including scanned), PNG, JPG, or WEBP — from any source, with no template setup.
- 2
AI extracts the fields
Patient & provider name, Claim number, Service date, Procedure (CPT) codes, and more — each with a confidence score so you know what to double-check.
- 3
Download the CSV output
A UTF-8 CSV file with a labeled header row and one row per document (repeating rows like line items and transactions become one CSV row each). Column names are stable across conversions, so imports and formulas built once keep working.
What lands in your CSV output
- ✓Patient & provider name
- ✓Claim number
- ✓Service date
- ✓Procedure (CPT) codes
- ✓Billed vs allowed amount
- ✓Insurance paid
- ✓Patient responsibility
- ✓Denial codes
Example column layout
A converted EOB produces consistent, labeled columns:
patient_name,provider_name,claim_number,billed_amount,allowed_amount,patient_responsibility…,…,…,…,…,…
When to use CSV
- →Importing document data into Excel or Google Sheets for analysis
- →Loading records into a database or data warehouse
- →Feeding accounting, CRM, or ERP systems that accept CSV import
- →Building a running master spreadsheet from documents processed over time
FAQ
How do I convert a EOB PDF to CSV?
Upload the EOB (PDF, scan, or photo), let the AI extract the fields, then click CSV to download. Batch upload converts a whole folder into a single combined CSV.
Does it work on scanned EOB PDFs?
Yes. Scans and phone photos are handled the same as native PDFs — the AI reads the page visually, and each field carries a confidence score so you know what to double-check.
Will the CSV columns be consistent across different EOB layouts?
Yes. Fields are identified by meaning, not position, so a EOB from any source produces the same named columns in the same order.