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Gallery/BrightData Web Data Hackathon/JACOBI
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Winner — BrightData Web Data Hackathon 2026

JACOBI

A 24-agent parallel probe that detects and classifies location-, hardware- and cookie-based price discrimination in real time.

Event
BrightData Web Data Hackathon
Organizer
lablab.ai / Bright Data
Year
2026
Region
Global
Prize
Winner
Tech
AI/ML APISolidity

Why It Won — our reading

Price discrimination is something shoppers suspect but cannot prove. JACOBI attacks that gap by firing 24 simultaneous vantage points — different locations, devices and cookie states — at the same page and reading the differences. At a hackathon built around web data infrastructure, that is a far deeper answer to what the platform is for than a shallow integration. The parallel design also explains itself in one breath, which counts when judging time is short.

This is our own analysis based on the official announcement and the project's own materials. It is not the organizer's stated reasoning.
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