What Counts as an Assistant Interaction
Teams disagree on whether a partial prompt, a regenerated reply, or a silent open should count. Shared definitions come first.
Notes from the studio
Short pieces on how product teams measure AI assistant interactions without mistaking volume for value.
Reading Rephrases as Signal, Not Noise
Repeated rephrasing often marks confusion, not enthusiasm. Treat it as a pathway clue.
Abandonment After the First Reply
Many assistants lose people immediately after the first answer. That moment deserves its own measurement plan.