One of the main challenges is ensuring data accuracy. Inaccurate data can lead to incorrect conclusions and ineffective strategies. Another challenge is data privacy and compliance, especially with regulations like GDPR and CCPA. Marketers must ensure that they are collecting and using data in a compliant manner. Finally, integrating data from multiple sources can be complex and may require advanced technical skills.