Marketplace Fraud Prevention
Eradicate synthetic sellers. Prevent fraudsters from fabricating product inventory, review proofs, and counterfeit listings using generative AI models.
Zero-Inventory Scams
Modern ecommerce fraud rings no longer steal photos; they generate them. By using text-to-image models, malicious sellers can instantly fabricate thousands of highly realistic, non-existent products to run massive non-delivery and bait-and-switch scams.
- Scan new product listings instantly at the point of upload.
- Detect generated luxury goods (sneakers, watches) lacking physical reality.
- Flag synthetic "proof of ownership" photos submitted in dispute cases.
[11:04:12] NEW LISTING: seller_idx_8842
[11:04:12] ASSET: "rolex_daytona_mint.jpg" (4.1MB)
[11:04:13] VERIFYING physical lighting and shadow consistency...
[11:04:14] FRAUD ALERT: SYNTHETIC ASSET DETECTED
{"fraud_vector": "zero_inventory_fabrication",
"generator_match": "Stable_Diffusion_XL",
"confidence": 0.9942,
"anomalies": [
"dial_text_hallucination",
"physically_impossible_reflections"
]
}
[11:04:14] ACTION: Listing rejected.
[11:04:14] ACTION: Seller account flagged for manual trust review.
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Commerce Protection Matrix
QUERY: SELECT * FROM merchant_defenseProof-of-Inventory Verification
Detect when sellers use Midjourney or Stable Diffusion to fabricate photos of items they don't actually possess, preventing non-delivery fraud.
Counterfeit & Knock-Off Detection
Identify subtle pixel-level anomalies in high-value asset imagery (luxury goods, sneakers, watches) that indicate a generated fake.
Synthetic Review Bombing
Cross-reference user-submitted review photos against generative AI noise patterns to detect coordinated, fabricated five-star reviews.
Automated Catalog Scrubbing
Perform high-throughput batch scans of your entire existing product catalog to quarantine historically active fraudulent listings.
Seller KYC Image Forensics
Validate onboarding documents and seller selfies. Block malicious actors attempting to create synthetic merchant accounts.
Chargeback Defense Logs
Maintain cryptographic records of product listing imagery to submit as irrefutable evidence during payment gateway chargeback disputes.
Protect Your Marketplace
Verify listing inventory automatically. Prevent synthetic sellers from damaging your marketplace liquidity and buyer trust.