Visibility is not a market decision
A dashboard can report that a firm appeared in an AI answer. Website analytics can show that a page attracted attention. Neither tells an expert firm whether it should deepen existing authority, investigate a new buyer need or invest in new research.
The distinction matters because expansion is expensive. A visible gap may have little commercial value, while an overlooked question may reveal a market the firm's expertise is unusually well placed to serve.
A managed Knowledge Index creates a portfolio view at the level of buyer questions. Delphic uses it to help the firm choose among strengthening an established franchise, commissioning new research, developing a product or investigating an adjacent need.
This is strategic market intelligence, not the next step in a content workflow. The choices it informs are visible to the client; the way Delphic constructs the underlying judgement is not.