I ve spent years watching teams burn budget on beautiful ads aimed at garbage lists.

Same pattern every time:

• Export a target list from CRM or event platform

• Throw it into a spreadsheet

• Hack together filters, VLOOKUPs, and manual enrichment

• Pray the upload to LinkedIn/Meta/Google actually matches