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Tom Stewart from Cleaning Business Today discusses the importance of tracking Key Performance Indicators (KPIs) to assess business performance. He illustrates this with monthly revenue data from 2013, which shows fluctuating numbers that make it hard to determine if performance is improving. By graphing the data, he highlights that performance may not be directly reflected in the numbers, as fluctuations can often stem from seasonal variations rather than actual business performance. These seasonal effects can differ significantly based on geographic location and business models, indicating the need to analyze KPIs in context.