Extract Data from PDF to Excel

A plain converter hands you a new spreadsheet to clean up. ParseToSheet extracts the fields, line items and tables and sends them into the Excel columns you already use. Upload a PDF, paste your template, and AI maps each value into the matching cells — then keep editing in chat: fix values, move fields, add formulas, calculate totals, or reshape columns before export. Best for invoices, bank statements and purchase orders.

Extract a PDF — free to start

Not just a PDF to Excel converter

A generic PDF-to-Excel converter gives you a brand-new spreadsheet that you still have to clean up and reshape.

ParseToSheet fills the spreadsheet structure you already use — paste your template and the data lands in your columns and cells.

Then keep editing in chat — you can ask AI to:

fix extracted values
move fields into the right columns
add or adjust formulas
calculate totals and subtotals
create summary rows
reshape the columns before export

Review the AI-filled cells before exporting; if you ask AI to add formulas, check them too.

How it works

1
Upload one PDF
Drag in a single PDF. Scanned documents are read automatically with OCR.
2
Paste your Excel template
Copy the exact columns/layout you use from Excel, WPS, or Sheets and paste them in — your formatting is kept.
3
AI fills the template
It extracts the data from the PDF and maps each value into the matching cells of your template.
4
Refine in plain English, then export
Not quite right? Tell it what to change in chat (e.g. “move the tax into column F”), then download the result with the Export Excel button.

What AI can pull out

Fields, line items and tables AI can extract into your columns:

Invoice No	Date	Item	Qty	Unit Price	Amount
INV-2041	2026-02-11	A4 paper (box)	3	6.50	19.50
INV-2041	2026-02-11	Ink cartridge	2	18.00	36.00
INV-2041	2026-02-11	Delivery	1	4.00	4.00

Sample columns and values for illustration only.

Where teams use it

Extract fields

Pull header fields — number, date, vendor, totals — into the matching columns of your sheet.

Extract line items

Map each line (item, quantity, unit price, line total) from the document into its own row.

Extract tables

Turn a table inside the PDF into column-aligned rows you can sort, filter and total.

Into your existing columns

Paste your template and AI sends the data to your columns, keeping your formatting.

Limits & good to know

Text-based and scanned PDFs are processed in batches of up to 5 pages.
For larger files, process one batch, fill or organize it, then continue with the next batch.
Each batch consumes 1 credit when you click Auto-fill or Make a table.
One PDF per upload; batches come from the same uploaded file.
AI-extracted values should be reviewed before you rely on them — extraction is not guaranteed to be perfect.
Best results come from structured PDFs — clear fields, tables, or key/value layouts.
Verify extracted fields and line totals against the source document before you rely on them.

Frequently asked questions

How do I extract data from a PDF to Excel?

Upload the PDF, paste your Excel column layout, and AI extracts the fields and line items into the matching cells. Adjust anything in chat, then download with the Export Excel button.

Can it extract line items and tables, not just single fields?

Yes. Include line-item columns (item, quantity, unit price, line total) in your template and AI maps each row; tables inside the PDF are turned into column-aligned rows.

Can it send the data into my existing Excel columns?

Yes. Paste your existing layout and AI fills it in place, preserving your formatting; or use "Make a table" to organize the data into a new sheet.

Does it work with scanned PDFs?

Scanned PDFs can be processed with OCR, but results depend on scan quality, layout clarity, and page complexity. Review extracted values before exporting.

Related guides

Try it on your own PDF

Upload a PDF, paste your template, and let AI fill it. New users get free trial credits to start.