Consider what CDP solutions will meet your needs, what integrations and import/export options it must support, etc. Request a demo or test several platforms. Check the pricing: you have to pay for all the features or only the ones used.
It's also crucial for a data platform to be trustworthy, so pick only those CDPs whose security is confirmed by appropriate certificates.