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Tianyu Shi

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#artificial intelligence Preprint Mar 2026

PeopleSearchBench: Evaluating AI-Powered People Search Platforms with Criteria-Grounded Verification

PeopleSearchBench, an open-source benchmark comprising 119 multilingual queries across four scenarios: corporate recruiting, B2B sales prospecting, expert search, and influencer discovery, finds that multi-source search agents significantly outperform single-domain systems, particularly in influencer discovery where the performance gap is largest.

Tianyu Shi, Wei Wang, Zequn Xie et al. · 0 citations

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