True and Accurate Data After data is collected, our proprietary online application identifies speeders and straight liners before final data is exported and tabulated. Involved and Active A panel cleansing process ensures that members no longer interested in participating, as well as hard bounces due to invalid emails, are removed from our systems. Valid and Verified Members are verified through an external data source across key data points to establish validity.