Applications GUIDE
AI in Counterfeit Product Detection
Counterfeit screening can combine physical authentication methods, customs evidence and traceability records.
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Overview
Each method answers a defined question: a surface fingerprint compares a measured product pattern with a reference, while a digital product passport provides specified product information when applicable rules require it.
Deep Dive
Product authentication depends on the evidence supplied by the method. EUIPO describes surface-fingerprint technologies that use microscopic structural differences to create product codes stored in a database for cross-reference. OECD’s 2025 report, using customs seizure data, notes that 20% of recorded seizures involved packaging, labels or authentication components such as holograms or QR codes; this describes the dataset, not all counterfeit goods. The European Commission reports that about 112 million counterfeit goods were detained in the EU in 2024, based on police, customs and market-surveillance data. These enforcement figures describe detections, not the total prevalence of counterfeits. The EU Ecodesign for Sustainable Products Regulation provides for digital product passports under product-specific rules; a passport carries information and traceability data but does not independently authenticate the physical item.
Real-World Implementation
EUIPO describes surface-fingerprint and laser-analysis methods that encode microscopic material structure and cross-reference the code in a database.
Customs authorities use seizure data to identify products, routes and packaging patterns associated with suspected intellectual-property violations.
The European Commission reported approximately 112 million counterfeit goods detained in the EU in 2024, based on authorities’ seizure data.
A digital product passport can provide product-specific information and support traceability where EU ecodesign rules require one.
The Future of AI in Counterfeit Product Detection
Authentication and traceability methods can be combined with inspection and customs records, but each provides different evidence. For a specific product, verify whether a digital-passport requirement is in force and what its delegated act requires. Seizure statistics can help describe enforcement activity but should not be treated as a complete count of counterfeit trade.
Putting it into practice
Why it matters
- Build choices. Application-level design determines whether AI improves real outcomes.
- Team and workflow. Good workflow integration creates productivity gains users can trust.
- Risk and safety. Well-scoped use cases reduce change fatigue and implementation risk.
Watch out for
- Automating a broken process can amplify existing problems.
- Teams may over-automate and remove needed human judgment.
- Quality can drift if outputs are not continuously evaluated.
Next steps
- Map the current workflow and identify the highest-friction step.
- Define human checkpoints before full automation.
- Train users on prompts, escalation paths, and quality standards.
- Track task-level outcomes to confirm sustained value.
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Frequently asked questions
What is AI in Counterfeit Product Detection?
Counterfeit screening can combine physical authentication methods, customs evidence and traceability records. Each method answers a defined question: a surface fingerprint compares a measured product pattern with a reference, while a digital product passport provides specified product information when applicable rules require it.
What physical feature does an EUIPO surface-fingerprint method use to create a product identifier?
EUIPO describes using microscopic structural differences in a product surface to generate a stable identifier that can be checked against a stored record.
How can a surface-fingerprint method support product authentication?
EUIPO describes surface-fingerprint methods that encode microscopic surface variation and compare a new reading with a reference; reliability depends on the method and record.
In the OECD 2025 report, what share of recorded seizures involved packaging, labels or authentication components?
The report says 20% of the analyzed seizures involved packaging materials, labels or other authentication components such as holograms or QR codes. This figure is specific to its customs seizure dataset.
How many counterfeit goods did the European Commission report detained in the EU in 2024?
The Commission reports approximately 112 million goods detained in the EU in 2024, based on customs and market-surveillance data. Detentions are not a complete estimate of all counterfeits in circulation.
What share of the total value of counterfeit goods seized in 2020–2021 did the OECD report as originating from China?
The OECD report states that 47% of the total value of seized goods originated from China during 2020–2021; the report attributes 27% to Hong Kong (China).
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