Solutions / Receipt parsing

Receipt parser for expenses and transaction records

Extract merchant details, dates, taxes, totals, payment methods, and individual purchased items from digital or scanned receipts.

  • ✓ Reusable relational schema
  • ✓ Dashboard or API workflow
  • ✓ SQLite, JSON, CSV, or XML export

Product video coming soon

Convert a receipt into structured expense data

This video will show a receipt being parsed into merchant, receipt, and purchased-item tables, followed by a SQL query and API result.

Transformation

receipt.pdf → PDFParse → merchants + receipts + receipt_items

Relational output

Select a relationship to explore →

receipts

idtransaction_datepayment_methodsubtotaltax
rec_1048mer_0912026-06-14Corporate Visa •••• 48121,240.0099.20
rec_1049mer_1072026-06-18Mastercard •••• 6190942.0075.36
rec_1050mer_2132026-06-24Cash600.0048.00
rec_1051mer_0912026-06-14Corporate Visa •••• 48121,240.0099.20
rec_1052mer_1072026-06-18Mastercard •••• 6190942.0075.36
rec_1053mer_2132026-06-24Cash600.0048.00
rec_1054mer_0912026-06-14Corporate Visa •••• 48121,240.0099.20
rec_1055mer_1072026-06-18Mastercard •••• 6190942.0075.36

Relationship: receipts.id → receipt_items.receipt_id

Try the API

Extract from your code.

Submit an uploaded document using an existing schema. PDFParse queues processing asynchronously; retrieve completed records through the same API. Applications and AI agents use this endpoint too.

# Documents must already be uploaded to your active project.
curl -X POST https://api.pdfparse.net/v1/jobs \
  -H "Authorization: Bearer $PDFPARSE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "tableSlug": "invoices",
    "documentKeys": ["uploaded-document-id"]
  }'

# { "id": 123, "status": "queued" }

Why PDFParse

01

Extract receipt-level and item-level data separately.

02

Normalize receipts from different merchants.

03

Reuse schemas for expense automation.

04

Query and export clean transaction data.

Edge cases

Faded scans

Long receipts

Multiple tax lines

Discounts

Tips

Duplicate names

Missing quantities

Mixed date and time

Common questions.

Can PDFParse extract individual receipt items?

Yes. Define receipt_items as a child table.

Does it support scanned receipts?

Yes.

Can it detect taxes, tips, and discounts?

Yes, when those fields are included in your schema.

Can different merchants use one schema?

Yes. A schema can normalize the shared fields you need.

Can receipt data be exported to CSV?

Yes.

Is there a PDFParse API?

Yes. Use project-scoped API keys to create extraction jobs and retrieve structured records from your active project.

Can AI agents use this workflow?

Yes. Applications and AI agents can use the same project-scoped API endpoints after documents are uploaded and a schema is available.

Turn receipts into structured expense records