Survey panel providers employ various strategies to maintain respondent engagement and accuracy. These may include offering incentives, employing survey design best practices to keep surveys concise and engaging, and periodically refreshing their panel by recruiting new members while retiring inactive ones. Additionally, some providers may implement quality control measures such as validation questions or consistency checks within surveys to ensure the reliability of responses.