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Evidencia — Product Authenticity Verification

A product authenticity platform that analyzes product links or images using pattern similarity against a verified reference database — detecting counterfeits and surfacing authenticity scores.

The Problem

Counterfeit products are increasingly difficult to distinguish from authentic ones. Consumers and businesses lack real-time tools to verify product legitimacy before purchase or sale.

The Solution

A verification platform that accepts product URLs or images and analyzes visual and metadata patterns against a curated reference database — surfacing authenticity confidence scores and specific red flags.

Architecture
01Image and URL input processing and normalization pipeline
02Pattern similarity analysis against verified product reference database
03Visual feature extraction and fingerprinting with computer vision
04Authenticity scoring and confidence estimation engine
05User-facing verification report with flagged anomalies
Results & Outcomes
Real-time product authenticity verification via image or URL input
Pattern-based counterfeit detection scalable across product categories
Accessible web interface designed for consumers and businesses
Live and publicly deployed
Next Step

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