people · May 20, 2026
GoPerfect Switches to Qdrant Cloud Hybrid Search for 99.993% Match Accuracy
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GoPerfect built an agentic recruiting platform using Qdrant Cloud two days ago. The system handles sourcing, screening, outreach, and candidate conversations for 200M+ profiles and 1B+ data points after pure semantic search acceptance rates plateaued at 30%. GoPerfect adopted hybrid search and multivector representations to reach 99.993% match accuracy in internal benchmarks and 95-100% acceptance rates across largest customer cohorts. Full recruiting cycles now complete in under 2 minutes with complex multi-criteria searches.
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