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      <title>How Yelp Built a Back-Testing Engine for Safer, Smarter Ad Budget Allocation</title>
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      <description>• How Yelp Built a Back-Testing Engine for Safer, Smarter Ad Budget Allocation - Samuele Mazzanti, Applied Scientist - Feb 2, 2026 Introduction Modern advertising platforms are fas</description>
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