Semantic Search Audit — Review and Improve Your Existing Search

I will audit your existing search system and deliver a written review identifying where semantic search would improve results, what specific query types your current system fails on, and a recommended architecture for upgrading from keyword to semantic or hybrid search. Most website and product search systems using keyword matching produce poor results for natural language queries, synonym variations, and conceptual search — an audit quantifies the quality gap between current keyword search and semantic alternatives using your actual query logs, providing the evidence needed to justify the investment.

The audit covers current search performance analysis using your query logs, query type classification identifying semantic search opportunities, failure mode categorisation, a recommended search architecture, and an effort estimate for implementation.