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Validity and Demand Metric partnered to measure the impact CRM data quality has on sales team effectiveness, revenue generation, and the success of business initiatives. 

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In October 2013, Demand Metric conducted a benchmarking study, with 227 respondents, to understand the relationship between data quality and revenue growth.