This document discusses problems with current keyword research practices and the benefits of using large-scale data and analytics. It notes that traditional keyword data is often too small, siloed between different data sources, and prone to biases. This limits marketers' ability to identify opportunities and waste. The document promotes the idea that using a single, unified data platform can provide marketers insights by analyzing millions of keywords and queries across different sources on a daily basis to inform strategies and optimize performance.