Q: You bought intent data. Why isn’t anything different? A: This is the question most marketing ops and SDR leaders eventually ask, usually six to nine months after signing the contract. The dashboard fills with account names and rising “intent…
Another gated PDF just went live, and the download numbers look fine on the surface. But when sales opens those leads a week later, half of them can’t remember requesting anything. And the other half were just curious researchers with…
Cold email deliverability has become the difference between a working outbound motion and a quiet, invisible failure. Sequences still send. Replies just stop coming, because the messages never reach the inbox at all. SDRs often blame copy first. Weak subject…
A vendor says their AI has “human-in-the-loop” oversight. You ask what that actually means. The answer is a shrug, or a vague line about “our team reviewing things.” No checkpoint. No audit log and No named person accountable for a…
A board slide says “AI-powered platform.” Underneath it is a chatbot that routes tickets the same way a keyword rule did three years ago. The invoice is four times higher now. Nobody asks what actually changed. Everyone nods, because the…