Challenge
The client was running cold outbound at scale, Apollo for sourcing, Airtable as the data hub, PlusVibe for sending. The emails were generic. Every prospect got the same opener regardless of whether they were spending $50k/month on Meta ads or running nothing at all. The personalization layer was manual: someone would check the Meta Ads Library, note what kind of creatives a brand was running, and write a one-liner. That doesn't scale past a few dozen leads a day.