Modern bidding systems are powerful but constrained by the signals they receive. Performance gains often come from improving conversion data quality rather than constant restructuring or tactical tests. Conversion signals are the most influential inputs; misaligned or low-quality setups limit performance regardless of algorithm sophistication. Regular audits and refining conversion definitions to ensure commercial relevance are crucial for enhancing paid search performance.
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