FraudWorks
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Use case · Rebates and claims

Stop fake receipts from claiming payouts

Rebate, warranty, loyalty, and insurance claims often rest on one receipt. Make sure it is real before paying.

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  • Purchase receipts
  • Repair invoices
  • Proof of purchase

The problem

Why this needs checking

When a receipt unlocks a payout, people generate or edit them at scale. AI-generated receipts often still carry the generator's Content Credentials.

Example result · AI-generated receipt

AI generated

Content Credentials say this was made by AI. Some checks could not run.

chk_RBE99TE540A5VNHWSGQVB6AXNJ · engine 1.0.0

Risk Score93/100
Document typeReceipt
Created withNot recorded
Edited after creationNo signs
AI provenanceFlagged: Found
Math checksPassed
Pages1
Page 1 of the document

What it looks for

The signals that matter here

c2pa_ai_generatedContent Credentials show AI generationThe file carries a C2PA manifest stating it was produced by a generative AI tool.metadata_ai_generatedMetadata names an AI image toolIPTC DigitalSourceType or a software tag says the image came from a generative AI tool.image_copy_moveDuplicated regionPart of the image appears to be copied from another part of the same image.image_noise_inconsistencyNoise differs in one regionA region has a different noise pattern than the rest of the image.duplicate_submissionAlready submittedThe exact same file was checked before in this organization.

How teams use it

Three steps, no integration

  1. 01Upload the proof of purchaseA photo or screenshot of the receipt.
  2. 02Check provenance and pixelsGenerator metadata, pasted regions, and cloned areas.
  3. 03Pay with confidencePay clean claims and hold flagged ones for review.

Check your first document in under a minute.

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