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I led product work at PartsTech to introduce behavioral ranking into search using add-to-cart and purchase signals tied to vehicle and query context. The goal was to improve result ordering so search reflected what customers actually choose in real repair workflows, not just static relevance rules. We launched the ranking change behind an A/B test…