Do You Need an AI Visibility Tool, or Something to Be Visible For?
AI visibility tools measure accurately, and measurement is not the constraint. Profound just raised $180 million at a $1.8 billion valuation, no primary study shows the tools produce pipeline, and 85 percent of AI brand mentions originate on domains you do not own. A fractional CMO on what to build before you buy the dashboard.