No credit card required · 3 free documents to start

Extract EOB Claim and Amount Fields

Extract billed amounts, allowed amounts, patient responsibility, and claim-status fields from Explanation of Benefits documents for review.

Claim and amount fieldsReview-first confidence scoresStructured exportsREST API included
Also available as a ChatGPT GPT

Parse a EOB in 3 steps

Start with a representative file, review the confidence signals, and verify the output against the source.

📤
Step 1

Upload the EOB

Use a supported PDF or image and test a representative insurer layout.

Step 2

Extract claim fields

The parser identifies configured billed, allowed, paid, responsibility, claim, and code fields.

📦
Step 3

Review or integrate

Verify amounts and codes against the EOB before exporting structured data or using the API.

See it in action — try a sample

Use our sample document or upload your own. See exactly what you'll get.

Try it now
Upload an EOB to see the extracted data

Drop your EOB here or click to upload

PDF (including scanned), DOCX, XLSX, PNG, JPG, WEBP — up to 4.5MB

or

Built for production, not demos

Reviewable outputs and integration options for repeatable document-processing workflows.

All Insurer Formats

Designed for common layouts from EOBs from any major insurer — UnitedHealth, Aetna, BCBS, Cigna, Humana, and more.

Claim-Level Detail

Every claim line extracted with procedure code, billed amount, allowed amount, and patient responsibility.

Denial Detection

Automatically flags denied claims and extracts denial reason codes for appeals.

Extracted Fields

Every EOB is parsed into structured JSON with these fields

insurance_companyplan_namemember_namemember_idpatient_nameprovider_nameprovider_npiclaim_numberservice_datedate_processedservice_codesbilled_amountallowed_amountinsurance_paidadjustmentspatient_responsibilitycopaydeductiblecoinsurancedenial_codesdenial_reasons

Why use a structured extraction workflow

Get reviewable structured data from your documents, with confidence signals that show where a human check may help.

Built for reviewable structured data

Upload a representative supported PDF, scan, or photo, review the returned fields, and export JSON, CSV, or Excel for downstream use.

Confidence signals for review

Returned configured fields include confidence signals to help prioritize review. A confidence value is not a guarantee that a field is correct.

Published data-handling details

Review the current security and privacy pages before submitting sensitive documents, including how source files and structured results are handled.

Per field

Confidence signals

PDF · scan · photo

Accepted inputs

JSON · CSV · Excel

Export formats

3 free

No card required

Frequently Asked Questions

Which insurers do you support?

We support EOBs from common US health insurers including UnitedHealth, Aetna, Blue Cross Blue Shield, Cigna, Humana, Medicare, and Medicaid.

Can I use this to prepare insurance appeals?

Yes. We extract denial reason codes and claim details needed to build a strong appeal letter.

What file formats do you accept?

PDF, scanned PDF, and image files (JPG, PNG). We handle both digital and paper-scanned EOBs.

What is an EOB?

An Explanation of Benefits (EOB) is a statement from your health insurance showing how a claim was processed. It details what was billed, what insurance covered, and what you may owe.

Which insurance companies do you support?

The upload flow accepts supported PDF and image files. EOB layouts vary, so use the free parses to test a representative document and verify the output before scaling the workflow.

Can this help me review a bill?

Structured EOB fields can help you compare entered amounts with a provider bill. They do not detect billing errors or establish what you owe; contact the provider and insurer about differences.

Do you decode medical procedure codes?

The configured output can return codes and printed descriptions when present. It does not validate the service, coverage, coding choice, or medical meaning.

Simple Monthly Pricing

Start with 3 free documents. Upgrade to a monthly plan when you need more.

Free
Try it out
$0

Free forever · 3 docs

  • 3 free document parses
  • All export formats (JSON, CSV, Excel)
  • API access included
  • No credit card required
Lite
Occasional use
$9/mo

$0.45 / doc · 20 docs/mo

  • 20 documents / month
  • All export formats (JSON, CSV, Excel)
  • API access included
  • Cancel anytime
Starter
Regular use
$29/mo

$0.58 / doc · 50 docs/mo

  • 50 documents / month
  • All export formats (JSON, CSV, Excel)
  • API access included
  • Cancel anytime
Most Popular
Pro
Growing teams
$79/mo

$0.40 / doc · 200 docs/mo

  • 200 documents / month
  • All export formats (JSON, CSV, Excel)
  • Full API access
  • Batch upload support
  • Cancel anytime
Business
High-volume automation
$199/mo

$0.20 / doc · 1000 docs/mo

  • 1,000 documents / month
  • All export formats (JSON, CSV, Excel)
  • Full API access
  • Batch upload support
  • Webhook integration
  • Priority processing
  • Cancel anytime

All plans include full API access. Cancel anytime.

Common questions

Why pay when I only need a few documents?

Start with the 3 free parses. If the workflow fits your documents, Starter ($29/mo) gives you 50 more at $0.58 per document. Cancel anytime.

How accurate is the extraction?

EOB output includes a confidence score for each extracted field. Review low-confidence claim, code, and amount fields against the source document before using them.

Can I use the API programmatically?

Yes. Every plan includes full API access. Your API key is in the dashboard the moment you sign up. Check the API docs for code samples in cURL, Python, and Node.

What file formats do you support?

The current upload flow accepts PDF (including scans), PNG, JPG, and WEBP files up to 4.5MB. EOB layouts vary, so try a representative file and review the confidence scores.

What happens to my documents?

Documents are processed and discarded. We do not store your files after extraction. The extracted data lives in your account until you delete it.

Stop copying data by hand

Start with 3 free EOB documents and review the output before upgrading.

No credit card. Review-first testing. Cancel anytime.