How much AI-driven demand does referral tracking miss?
AI referrals and customer answers tell different stories. What one B2B analysis changed about reporting and the next brand-search test.
What I’m working through in marketing: the decisions, the details, and the questions worth spending more time on.
I write about the parts of the work that deserve more than a line in a report. Why a homepage keeps getting rewritten. What an SEO result actually tells us. Which lessons an AI workflow should keep.
AI referrals and customer answers tell different stories. What one B2B analysis changed about reporting and the next brand-search test.
A website review can expose disagreements about the business that another round of headlines will never settle.
Shared AI skills can preserve editorial judgment. The work is deciding which corrections belong in the next assignment—and which should stay with the last one.
More leads, fewer worthwhile conversations. Before changing the campaign, check what each team is counting.
A useful SEO report explains what changed, why it matters, and what the team should do with the information.
One answer can start a useful investigation. It needs context before it becomes a new marketing priority.
A Figma example at Zero Click SF made the limits of broad category questions easier to see.
Across a portfolio, audience growth becomes a decision about what to share, what to preserve, and where to put the next week of editorial and product effort.
Have a question you think belongs here? Send it my way.