Frameworks, market notes, and honest observations.
Most companies audit their channels. That's only 20% of the problem. Here's the full framework.
The HQ playbook doesn't translate. Trust signals, buying behavior, and channel dynamics are fundamentally different.
Where AI actually helps in lead generation — and where it just adds noise.